Method for creating a color transform relating color reflectances produced under reference and target operating conditions and data structure incorporating the same

ABSTRACT

A printer is operated under a first set of conditions to create a first set of M number of samples and under a target set of conditions to create a second set of K samples. Each sample is produced using the same colorant(s). The actual spectral reflectance for each sample is measured. In accordance with the present invention the actual spectral reflectances for corresponding samples in the first and second sets are used to create a cross-validated, partial-least-squares transform that maps a reflectance from a sample produced under the first set of conditions to a reflectance from a sample produced under the target set of conditions.

This application claims priority to U.S. Provisional Application No.60/791,814, filed Apr. 13, 2006, the entire content of which is hereinincorporated by reference.

FIELD OF THE INVENTION

The present invention is directed to a method for producing a table ofpredicted color values producible when a printer operates under a targetset of operating conditions and to a data structure and a printingsystem that includes the table so produced.

CROSS REFERENCE TO RELATED APPLICATIONS

Subject matter disclosed herein is disclosed and claimed in followingcopending applications filed contemporaneously herewith and assigned tothe assignee of the present invention;

Method For Producing A Table Of Predicted Reflectances Under TargetOperating Conditions and Data Structure and Printing SystemIncorporating The Table, U.S. Ser. No. 60/791,744 (IJ-0156); and

Method For Selecting A Sample Set Useful In Relating Color ReflectancesProducible Under Reference and Target Operating Conditions and theSample Set Produced Thereby, U.S. Ser. No. 60/791,817 (IJ-0158).

BACKGROUND OF THE INVENTION

The present invention is generally directed to printing technology andmore particularly to the prediction of color values producible by aprinter under a target set of operating conditions.

FIG. 1 is a stylized pictorial representation of a prior art printingsystem generally indicated by the reference character 10 for producing aprinted image 12 on a substrate 14. The printing system 10 includes aprinter device 16 operable under control of a controller 18. The printerdevice 16 can be any device capable of placing a colored material on asubstrate. For example, the printing device may be implemented an inkjet printer, a dye sublimation printer, a color laser printer or anoffset press, among others.

A predetermined set 20 of colorants is available to the printer 16 fordeposition on the substrate 14. For example, in a typical instance theset 20 of colorants includes a cyan-colored (sky blue) ink (“C”), amagenta-colored (red) ink (“M”), a yellow-colored ink (“Y”) and ablack-colored ink (“K”). Colorants in addition to or in substitution forthese aforementioned typical four colorants may also be used.

The controller 18 is the computational engine that serves to convertcolor information on a source image 26 rendered on a substrate 28 into aformat compatible with the printer 16. To this end the controller 18includes at least one color characterization table 30, typicallyreferred to as a “B-to-A” table.

In addition, depending upon the color model used for the source image26, an additional forward transform table 34, known as a “A-to-B” table,may be required. The forward transform is used to map from the colormodel of the source image to a device-independent color model such asCIE L*a*b* color values or X, Y, Z tri-stimulus values.

The International Committee on Illumination (CIE) L*a*b* system is athree-dimensional system for representing the color of an object interms of color parameters arranged along three mutually orthogonalcoordinate axes, viz., L*, a*, and b*. The L* axis is the lightness axisand ranges from values of 0 to 100 (black to white). The a* axis extendsfrom red (+a) to green (−a), while the b* axis extends from yellow (+b*)to blue (−b*). A complete description of the CIE L*a*b* system is foundin CIE Publication 15.2 or in various standards collections such as ASTME-308.

The X, Y, Z tri-stimulus values define a mapping standardized by theInternational Committee on Illumination (CIE) that is based upon themanner in which color is seen by a human observer. The human eye hasthree sensors for color vision—a blue sensor, a green sensor and a redsensor. Color perception is dependent not only on the spectral curve ofthe reflectance from the colored object but also the spectralcharacteristics of the light source under which it is viewed and thespectral sensitivity of the observer. The X, Y, Z tri-stimulus space isa three-dimensional color mapping that incorporates the effect of thespectral characteristics of the colored object, the light source and theobserver.

The relationships between the tri-stimulus values X, Y, Z and the CIEL*a*b* values are described by the following equations:L*=116[f(Y/Y ₀)]−16  (1)a*=500[f(X/X ₀)−f(Y/Y ₀)]  (2)b*=200[f(Y/Y ₀)−f(Z/Z ₀)]  (3)

where X₀, Y₀ and Z₀ define the reference white point, and where,f(X/X ₀)=(X/X ₀)^(1/3) for X/X₀>0.008856f(X/X ₀)=7.787·(X/X ₀)+16/116 for X/X₀≦0.008856f(Y/Y ₀)=(Y/Y ₀)^(1/3) for Y/Y₀>0.008856f(Y/Y ₀)=7.787·(Y/Y ₀)+16/116 for Y/Y₀≦0.008856f(Z/Z ₀)=(Z/Z ₀)^(1/3) for Z/Z₀>0.008856f(Z/Z ₀)=7.787·(Z/Z ₀)+16/116 for Z/Z₀≦0.008856

In order to produce both an “A-to-B” table 34 and a “B-to-A” table 30 apredetermined number M of samples corresponding to various colorants orcombinations of colorants are printed. As used throughout thisapplication the term “sample” means a printed rendition of a colorproduced by a printer on a substrate using a predetermined colorant orcombination of available colorants. Such samples may also be known as“color patches”.

Once produced the spectral reflectance of each sample is measured.

Either the spectral reflectances measured from the samples or, afterappropriate conversion using the above equations, their correspondingcomputed CIE L*a*b* values, together with the respective colorant orcombinations of colorants are input to a computing device executing acolor characterization program. The color characterization programgenerates both a forward transform relating input colorants or colorantcombinations to output color values, the “A-to-B” table, and the reversetransform, the desired “B-to-A” table, relating desired output colorvalues to device colorant or colorant combinations.

Suitable color characterization programs are commercially available fromX-Rite Inc., Grandville Mich., as the Monaco PROFILER, or GretagMacbeth,New Windsor, N.Y., as the GretagMacbeth ProfileMaker. Such colorcharacterization programs produce tables of values in a file format thatcomplies with the specifications developed by the International ColorConsortium (“ICC”), Reston, Va. and set forth in ICC.1:2004-10 Imagetechnology colour management, Architecture, profile format, and datastructure.

The number M of samples necessary to be produced is governed by theparticular application program utilized to create the colorcharacterization. Typically, the number M is on the order of severalhundred to several thousand samples, depending upon the number ofcolorant inks used by the printing system. The requirement for such alarge number of samples makes production of a color characterization acostly proposition.

Once created the “B-to-A” table is used to determine the precisecolorant or combination of colorants that must be deposited by theprinter 16 on predetermined areas of the substrate 14 to reproduce colorvalues on the printed image 12 that are as close to identical aspossible to the color values that appear on corresponding areas of thesource image 26. The assessment of identity may be objectively measuredor, perhaps more importantly, visually assessed by a viewer.

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At any given time the operation of the printer 16 occurs under theinfluence of a host of various operating conditions. As used herein theterm “operating condition” identifies a printing environment in whichall the parameters and factors that influence the printer performancehave been held at specified constant values.

The substrate 14/28 (FIG. 1) upon which the image 12/26 is rendered isone such parameter that influences printer performance. For example, thesubstrates may be paper, fabric, or vinyl. In the fabric arena alonepossible fabric substrates could include fabrics made from naturalmaterials (e.g., cotton, silk) or synthetic materials (e.g., nylon,Lycra® fiber), all in various weaves, weights and densities. The fabricsubstrate may be treated with any of a variety of pre- and/orpost-treatments to achieve desirable properties such as pigment bindingor water-fastness.

Environmental factors such as temperature and humidity are parametersthat affect the printer, primarily modifying ink jetting, ink dropvolume, and precision of ink deposition. Printing parameters, such asprinting resolution (both along and across the substrate), uni- orbi-directional ink deposition, single or multiple carriages, and thenumber of nozzles passing over a given area on the substrate also affectthe detailed placement of the ink drops.

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As another dimension of the problem the printer 16 must be able toachieve color identity at corresponding locations between printed andsource images over a wide range of the operating conditions. That is tosay, the color value at the same relative location on each of twodifferent images 12, 12′ produced by the printer 16 when operating underrespective differing sets of operating conditions must be as close toidentical as possible to the color value at the corresponding locationon the source image 26. In addition, and perhaps more importantly, thecolor value at the same relative location on one image 12 must be asclose to identical as possible to the color value at the correspondinglocation on the other image 12′, regardless of the operating conditions.

To achieve this color identity between or among output images producedunder different operating conditions the controller 18 includesadditional “B-to-A” table(s) 30′, each for a different set of operatingconditions. Thus, each “B-to-A” table 30, 30′, as the case may be,determines for a respective set of operating conditions the precisecolorant or combinations of colorants that must be deposited by theprinter 16 to reproduce on respective printed images 12, 12′ colorvalues that are as close to identical as possible to the color values ofthe source image 26 and to each other.

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One way to produce an alternative “B-to-A” table 30′ is to create an,entire set of M samples that characterizes the printer operation underthe target set of operating conditions. The measured reflectances (orcolor values) from these samples are applied to the colorcharacterization program to produce the forward and reverse transforms.Thus, an entire set of M samples is required to obtain a colorcharacterization table for each of the multiple expected sets of targetoperating conditions. It is clear that production of a plurality ofcolor characterization tables in this way is extremely costly.

An alternative way to create a color characterization for a differenttarget set of operating conditions without printing a sample for all ofthe different colorants or combinations of colorants is disclosed inU.S. Pat. No. 6,654,143 (Dalal et al.) and in Shaw et al., “ColorPrinter Characterization Adjustment for Different Substrates”, ColorResearch and application Volume 28, Number 6, December 2003. In thispatent and article a relatively small number of samples is producedunder both a first, reference, set of printer operating conditions and asecond, target, set of printer operating conditions.

A principal component analysis is applied to a reflectance data setderived from a relatively large number of samples produced under thereference operating conditions. The principal component analysisperformed on the large data set is used to compute a number P ofprincipal components (“basis vectors”) to be utilized in furthercomputations.

A second, relatively small, data set is produced or selected fromsamples produced under the reference operating conditions. A third dataset is derived from samples produced under the target operatingconditions. The reflectance of each sample in the second and third setof samples is measured as a function of wavelength. The second and thirddata sets must include the same number of samples and must be producedusing the same colorants or colorant combinations.

Thereafter, the first P number of principal components from the first(large) data set are used to project the reflectances from the secondand third data sets into the P-dimensional principal component “scores”space. Multiple linear regression is used to compute a least-squaresmodel mapping of the second data set's scores to those of the third dataset. The resulting “T” matrix contains P*P coefficients to map fromreference to target conditions in the P-dimensional scores space.Computed scores for the target conditions can then be transformed backto the full-dimensional reflectance space by using the inverse of theprincipal component projection operator.

The application of a principal component analysis tool in this way isbelieved to be disadvantageous because the choice of the number P ofbasis vectors is heuristically selected based upon the large sample set,while the mapping from reference to target conditions is derived fromthe smaller sample sets. It is also believed disadvantageous to performthe analysis in the non-physical “scores” space rather than in a spacethat correlates with human visual perception, such as a space that usesactual or scaled reflectance.

In view of the foregoing it is believed advantageous to generate a colorcharacterization model for a printer operable under a predeterminedtarget set of operating conditions that maps parameters when theobjective function is more closely tied to human vision, as inreflectance space, and which does not arbitrarily select the number ofprincipal factors, but instead relies upon cross-validation to obtain amodel of appropriate complexity. It is believed to be of still furtheradvantage to map parameters that are suitably scaled to better matchperceived color.

In another aspect, it is believed more efficient and thereforeadvantageous to be able to produce a mapping from a only predeterminedminimum number of samples produced under a given set of targetconditions.

SUMMARY OF THE INVENTION

In a first aspect the present invention is directed to a method forproducing a transform useful for predicting a reflectance valueproducible by a printer while operating under a predetermined target setof operating conditions using reflectance values produced by the printerwhile operating under a predetermined reference set of operatingconditions. and to a data structure incorporating the transform.

In another aspect the invention is directed to a method that utilizesthe transform to produce a table of predicted reflectances, eachpredicted reflectance representing a sample producible by the printerusing one of the predetermined colorants or combination of colorantswhile operating under the target set of operating conditions and a datastructure and a printing system incorporating the same. The table isgenerated from the set of predicted reflectances and the colorant orcombinations of colorants used to create the samples under the referenceset of operating conditions. The table is able to predict a reflectanceproducible by the printer on a substrate while operating under thetarget set of operating conditions using one of the colorants orcombination of colorants.

In yet another aspect the invention is directed to a method forselecting an efficient sample set useful in relating color valuesproducible under reference and target operating conditions and thesample set produced thereby. By selecting an essentially minimalrequired number of samples under the target operating conditions theproduction of a transform and a table of predicted reflectances isfacilitated. Thus, a multiplicity of tables for each of a plurality oftarget operating conditions may be economically generated.

BRIEF DESCRIPTION OF THE DRAWINGS

This invention will be more fully understood from the following detaileddescription, taken in connection with the accompanying drawings, whichform a part of this application and in which:

FIG. 1 is a stylized schematic drawing illustrating a typical prior artprinting system;

FIG. 2 is a flow chart of the method steps involved in theimplementation of methods in accordance with the present invention forproducing a transform useful for predicting reflectance valuesproducible by a printer while operating under a predetermined target setof operating conditions and for the use of the transform to produce atable of predicted reflectances, both in accordance with various aspectsof the present invention;

FIG. 3 is a stylized schematic drawing illustrating steps practicedpreliminary to the practice of the steps included in various aspects ofthe present invention;

FIG. 4 is a stylized schematic drawing illustrating the preliminarilystep of measuring actual spectral reflectances of the samples producedunder the reference and target operating conditions;

FIG. 5 is a block diagram illustrating the creation of a cross-validatedpartial-least-squares transform in accordance with the presentinvention;

FIG. 6 is a block diagram illustrating the use of the cross-validatedpartial-least-squares transform to generate a set of predictedreflectances;

FIG. 7 is a block diagram illustrating the use of a set of predictedreflectances generated by the cross-validated partial-least-squarestransform to create a color characterization;

FIG. 8 is a stylized diagrammatic illustration depicting various samplecollections produced in connection with another aspect of the presentinvention involving a method for selecting an optimal number of samplesuseful to produce the transform;

FIG. 9 is a flow chart representation of the method steps involved inaccordance with the aspect of the invention using the sample collectionsdepicted in FIG. 8; and

FIG. 10 is a graphical depiction of the results of the Example.

A Data Appendix containing data Tables 1 through 4 referenced in theExample is attached to and forms part of the present application,wherein:

Data Table 1 and Data Table 4 each contain twenty-eight (28) pages andData Table 2 and Data Table 3 each contain one (1) page.

DETAILED DESCRIPTION OF THE INVENTION

Throughout the following detailed description similar referencecharacters refer to similar elements in all Figures of the drawings.

The various steps of the methods involved in various aspects of thepresent invention are generally indicated by reference character 100 andare illustrated in flow chart form in FIG. 2 and accompanying Figures.Steps practiced preliminarily to the practice of aspects of the presentinvention are indicated in blocks 102 and 104. These preliminary stepsare generally similar to those utilized by the prior art when generatingcolor characterization tables.

As indicated in block 102 of the flow chart of FIG. 2 and asdiagrammatically illustrated in FIG. 3 the printer 16 is operated undera predetermined reference set of operating conditions to create areference set 108 containing a total of M number of samples. Each samplein the reference set 108 is produced using either one of the colorants20 or a predetermined combination of those colorants.

As shown in FIG. 3 the samples in the reference set 108 are subdivisibleinto a first subset 112 containing K number of samples and a second(non-empty) subset 114 containing (M−K) number of samples. For thesegroupings to exist the number M is necessarily greater than the number K(i.e., M>K). As shown pictorially the samples 1, 2, . . . K arecontained in the first subset 112, while the samples (K+1), (K+2), . . .(M−1), M are included in the second subset 114.

The printer 16 is also operated under a predetermined set of targetoperating conditions to create a second set 120 containing K number ofsamples. It is important for purposes of the present invention that eachsample in the target sample set 120 is produced using the samepredetermined colorant or combination of colorants that is used toproduce one of the samples in the first subset 112 of the referencesample set 108. This correspondence is illustrated by the dotted link124.

As is discussed earlier the value of the number M of samples producedunder the reference operating conditions is dictated by the particularapplication program to be utilized in generating the colorcharacterization tables (step 144, FIG. 2). Details surrounding theselection of an optimal number K of samples produced under the targetoperating conditions (and under the reference set of conditions)embodies another aspect of the invention that is discussed in fulldetail herein.

As indicated in the block 104 of the flow chart of FIG. 2 and asillustrated diagrammatically in FIG. 4, with the K number of samplesproduced under each of the reference and target conditions in hand, theactual spectral reflectance for each sample is measured. Themeasurements are taken using a spectrophotometer 128. Representativedepictions of some of the (2·K) number of spectra are suggested byreference character 130. A suitable spectrophotometer that may be usedto effect these measurements is a GretagMacbeth SpectroLinospectrophotometer (available from GretagMacbeth, New Windsor, N.Y.)mounted on the SpectroScan XY table.

Depending upon the particular spectrophotometer utilized each spectrumcontains reflectance information at each of a plurality of predeterminedwavelengths lying within a predetermined wavelength range. Typically,spectrophotometric analysis is performed over a wavelength range fromabout three hundred to about eight hundred nanometers (300-800 nm) inpredetermined incremental wavelength steps. As an example, for a typicalwavelength range of four hundred to seven hundred nanometers (400-700nm), sample increments of ten nanometers (10 nm) produce thirty-one (31)reflectance values. Increments of twenty nanometers (20 nm) over thesame range produce sixteen (16) reflectance values. Of course, anyappropriate wavelength range and any appropriate sample increment may beused. If desired, as indicated by the block 134 (FIG. 4) the actualspectra may be converted to corresponding color values.

The method steps in accordance with the aspects of the present invention100 for producing a transform for predicting reflectances under thetarget conditions and for using the transform to generate a colorcharacterization table are indicated in the blocks 140, 142 and 144(FIG. 2).

As indicated in the block 140 of the flow chart of FIG. 2 and in theblock diagram of FIG. 5 the actual spectral reflectance for each of theK number of samples produced using the reference set of operatingconditions (i.e., the samples in the subset 112) and the actual spectralreflectance for each of the same K number of samples produced using thetarget set of operating conditions (i.e., the samples in the set 120)are applied, via a transform to be discussed, to a transform generator148. It is important again to note that corresponding spectralreflectances from corresponding reference and target samples areproduced using the same colorant or combination of colorants. Thepartial-least-squares (“PLS”) transform generator 148 generates across-validated PLS transform 150. The PLS transform 150 comprises thescores, loadings, weights, and regression coefficients of across-validated PLS model that maps reflectances from correspondingsamples in the reference and target sample sets.

The data structure representing the transform 150 is stored on anysuitable computer readable medium 154.

It is important to emphasize that the partial-least-squares (“PLS”)transform 150 produced in accordance with the present invention is across-validated transform.

All data-based modeling techniques have at least one parameter thatspecifies the complexity of the mapping. In a principal componentanalysis (as in the technique discussed in connection with thereferenced Dalal et al. patent and in the Shaw et al. article), thisparameter is V, the number of principal components used. If too fewprincipal components are selected, a model is not sufficiently complexnor sufficiently accurate on fitting samples. This is known as “biaserror”. On the other hand, if too many components are selected the modelwill not accurately predict new samples because it has over-fit thenoise in the fitting samples. This is called “variance error”. Choosingthe appropriate model complexity is a compromise between bias andvariance errors. The production of the transform 150 in accordance withthe present invention incorporates the standard practice from thechemometrics and neural network communities of using cross-validation tochoose the appropriate model complexity.

In cross-validation the data set is split into two parts, one forparameter estimation, or fitting, and one for testing. Model parametersare derived using the first (fitting) data set and true predictions arethen made on the second (test) data set. The appropriate modelcomplexity is that which minimizes the sum of squared prediction errorsin the test data set. The splitting of the total data set into fittingand testing portions can be done in several ways, including“leave-one-out” and “random” subsets. Some of these cross-validationtechniques use tens or hundreds of partitions of the data to improveaccuracy and robustness. In the prior art principal component analysismethod discussed above the number of principal components V is selectedheuristically, without cross-validation.

Suitable for use as the tranform generator 148 is a computer executing apartial-least-squares application, such as that available fromEigenvector Research, Inc., Wenatchee, Wash., as PLS_Toolbox 3.5 for Usewith Matlab™.

As noted earlier, in the preferred implementation of the presentinvention the actual reflectances 112 measured from the referencesamples and the actual reflectances 120 measured from the target samplesare scaled by a statistical transform 156 such as Box-Cox transform. Thescaling is such that the sets 112, 120 of actual reflectances are closerto a normal statistical distribution. The preferred Box-Cox transformhas the form:R^(α), where α=⅓.

A cube root exponent for the Box-Cox transform mimics the cube rootdependency relating tristimulus and CIE L*a*b* color values [equations(1)-(3)] and is believed to more suitably scale the reflectances tobetter match color perception. Thus, better results are expected formapping parameters in reflectance space because the objective functionis more closely tied to human vision perception of color.

The next step of a method of the present invention is indicated in block142 of the flow chart (FIG. 2) and the block diagram of FIG. 6. In thisstep actual reflectances measured from the samples contained in thereference set 108 (FIG. 3) are applied to the cross-validated,partial-least-squares transform 150. The transform 150 utilizes thesereference reflectances to produce corresponding predicted reflectances158 for the target set of operating conditions.

For reasons similar to those discussed in connection with FIG. 5 theactual reflectances are scaled using the statistical transform 156[Box-Cox of the form R^(α) (where α=⅓)] before application of thetransform 150. In addition, the output of the transform 150 is scaled byan inverse 160 of the statistical transformation, i.e., Box-Coxtransform of the form R^(−α), where α= 1/3.

At least the reflectances measured for the (M−K) number of referencesamples in the subset 114 shown in FIG. 3 [that is, reference samples(K+1) through M] should be applied to the transform 150. In addition, ifdesired, the reflectances measured for one, some or all of referencesamples in the subset 112 of FIG. 3 [that is, reference samples 1, 2 . .. K] may also be applied to the transform 150. It is again noted thatthe operating requirements of the color characterization program dictatethe number of colorants or colorant combinations applied to thetransform 150 (FIG. 6).

FIG. 7 is a block diagram illustrating the next step 144 of the methodof the present invention. The set 158 of predicted reflectances producedby the cross-validated partial-least-squares transform generator 150(FIG. 6) together with the particular colorant and colorant combinationsused to created the samples are applied to a computer 164 operating inaccordance with a color characterization program, such as theapplication programs mentioned earlier. It should be understood that theset 158 of predicted reflectances may be converted to theircorresponding calorimetric values prior to application to the computer164. Using these inputs the color characterization program generates aforward transform 34 (“A-to-B” table) and a reverse transform 30(“B-to-A” table). The “B-to-A” table 30 predicts the calorimetric outputproducible by the printer 16 using a predetermined colorant orcombination of colorants when the printer 16 is operable under thetarget set of operating conditions. It should be appreciated that thepresent invention has application to other, proprietary, colorcharacterization programs which may not produce tables of valuescompatible with the ICC format.

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In yet another aspect the present invention relates to a method forproducing a set containing an optimal number “K” of samples useful ingenerating the transform 150. FIG. 8 is a stylized diagrammaticillustration depicting various sample collections produced in connectionwith the implementation of this method while FIG. 9 is a flow chartrepresentation of this method 200 using the sample collections depictedin FIG. 8.

In the discussion that follows it is assumed that a printer 16 (FIG. 1)has available to it a predetermined number of colorants, one of which isa black colorant. Each of the available colorants may be characterizedas a point in CIE L*a*b* color space. Each of these points in L*a*b*color space may be projected onto an a*b* plane in that space. With thecolor points so projected onto the a*b* plane, as one moves along anyclosed curve in that plane about the L* axis the projections of thecolor points are encountered in a predetermined order. Colors whoseprojections are encountered sequentially are herein termed“hue-adjacent” colors.

The various collections of reference, validation and target samples tobe discussed are printed with varying degrees of “coverage”, where theterm “coverage” as used herein is meant to denote the percentage of agiven area on a substrate that has a colorant or combination ofcolorants thereon. When a combination of colorants is used, a coveragevalue (up to one hundred percent) may be specified for each colorant inthe combination. Coverage may also be determined using other metrics,as, for example, density, percent tone value, or chroma.

FIG. 8 illustrates a collection 182 of validation samples produced bythe printer under a first target set of operating conditions. Thiscollection corresponds to the action indicated in the block 202 of theflow chart of FIG. 9.

The validation collection 182 includes a total of at least M number ofsamples, where the number M is selected in accordance with therequirements of a color characterization program to be utilized. Thevalidation samples are themselves ordered V₁, V₂, . . . V_(j−1), V_(j),V_(j+1), . . . V_(M−1), V_(M). Each of the samples in the validationcollection 182 is produced using a predetermined colorant or a colorantcombination. The particular colorant or colorant combination used toproduce a corresponding sample in the collection 182 is indicated inFIG. 8 by the reference character “C” followed by the subscript of thecorresponding reference sample so produced.

The validation collection 182 is subdivisible into a first provisionalsubset 184 and a remainder target subset 186. The first provisionalsubset 184 contains “j” number of samples. Specifically, the firstprovisional subset 184 contains validation samples V₁, V₂, V₃, . . .V_(j−1), V_(j). The remainder target subset 186 contains (M−j) number ofsamples, specifically validation samples V_(j+1), . . . V_(M−1), V_(M).

The colorants and colorant combinations C₁, C₂, . . . C_(j−1), C_(j)used to produce first provisional subset 184 are selected such that thefirst provisional subset 184 includes at least the following:

-   -   A) one sample with no colorant;    -   B) a sample for each colorant having 100% coverage;    -   C) a sample for each colorant having 50% coverage;    -   D) for each hue-adjacent pair of printer colorants (excluding        black), a sample having 100% coverage of both colorants; and    -   E) for each hue-adjacent pair of printer colorants (excluding        black), a sample having 50% coverage of both colorants.

The colorants or colorant combinations C_(j+1), . . . C_(M−1), C_(M)used for the samples in the remainder target subset 186 are selectedsuch that this subset includes at least one or more of the following:

-   -   F) for each hue-adjacent pair of printer colorants (excluding        black), a sample having 50% coverage of a first colorant and        100% coverage of a second colorant;    -   G) for the same hue-adjacent pair of printer colorants        (excluding black), a sample having 100% coverage of the first        colorant and 50% coverage of the color colorants;    -   H) a sample having 50% coverage of black with 100% coverage of        each single colorant; and    -   I) a sample having 50% coverage of black with 100% coverage of        both of each hue-adjacent pair wise colorants.

In addition, colorants and colorant combinations may be selected suchthat the remainder target subset 186 also includes one or more of thefollowing:

-   -   J) one or more sample(s) for each colorant having coverage        ranging from 0% coverage to 100% coverage by various        predetermined steps. By way of illustration and not limitation,        the steps may be steps of twenty-five, steps of ten, or steps of        one;    -   K) for any pair of printer colorants (including black as one of        the pair), one or more sample(s) having coverage for each        colorant ranging from 0% coverage to 100% coverage by various        predetermined steps;    -   L) for a triplet of colorants comprising black colorant together        with any pair of other colorants, one or more sample(s) having        coverage for each colorant ranging from 0% coverage to 100%        coverage by various predetermined steps; and/or    -   M) for a triplet of cyan, magenta and yellow colorants, one or        more sample(s) having equal coverages of cyan, magenta and        yellow ranging from 0% coverage to 100% coverage by various        predetermined steps.

Still further, colorants and colorant combinations may be selected suchthat the remainder target subset 186 also includes one or more of thefollowing:

-   -   N) one or more sample(s) having colorant combinations        representative of regions of the color space having special        significance, such as flesh tones, vignettes or gray scales;    -   (O) one or more sample(s) having colorant combinations        representative of regions of the color space for which a        difference ΔE in color space between a predicted reflectance and        a measured reflectance (as will be discussed herein) is deemed        as unacceptably high.

As denoted in block 204 (FIG. 9) the printer is operated under areference set of operating conditions to produce a reference collection190 also containing at least M number of samples. The referencecollection 190 is itself subdivisible into a first reference subset 192(FIG. 8) containing “j” number of samples (viz., samples R₁, R₂, R₃, . .. R_(j−1), R_(j)) and a second reference subset containing (M−j) numberof samples (viz., R_(j+1), . . . R_(M−1), R_(M)). The samples in thefirst reference subset 192 are produced from respective colorants orcolorant combinations C₁, C₂, C₃, . . . C_(j−1), C_(j) while the samplesin the second reference subset are produced from respective colorants orcolorant combinations C_(j+1), . . . C_(M−1), C_(M).

The samples in the various subsets of the various collections may beproduced in any desired printing order (i.e., either collection may beprinted before the other). For convenience it is expected that theentire collection 182 of validation samples and the entire collection190 of reference samples would each be produced in a single respectivecontemporaneous printing under the respective operating conditions foreach collection. Particular samples from the collections would then beselected for inclusion in the various subsets and used in the manner tobe discussed. It should, however, be understood that the various samplescontained in the various subsets of the sample collections 182, 190 maybe produced in piecemeal fashion, if desired.

The next step in the method 200 is indicated in block 206. Theseactivities are generally as discussed in connection with the descriptionof FIG. 4 through FIG. 6.

First, the actual spectral reflectances for each sample in theprovisional target subset, the remainder target subset, the firstreference subset and the second reference subset are measured. Thisoccurs as discussed in connection with FIG. 4.

Next, the measured spectral reflectances for the samples in theprovisional target subset and the first reference subset are used tocreate a cross-validated, partial-least-squares transform. This isimplemented in the same manner as discussed in connection with FIG. 5.The transform so produced maps a reflectance from a sample producedunder the reference set of operating conditions to a reflectance from acorresponding sample produced under the first target set of operatingconditions.

The cross-validated partial-least-squares transform is then used togenerate a set of predicted reflectances for at least the samplesproduced in the remainder target subset. It is again noted that togenerate this set of predicted reflectances the actual reflectancesmeasured from the samples contained in the second reference subset 194are applied to the cross-validated, partial-least-squares transform. Thetransform utilizes these reference reflectances to produce thecorresponding predicted reflectances for the remainder target subset.This implementation is similar to that discussed in connection with FIG.6.

Next, as shown in the block 212, the difference ΔE in color spacebetween the predicted reflectance and the measured reflectance for eachpair-wise combination of samples in the remainder target subset isdetermined. This action produces a set of at least (M−j) ΔE differences.

A criteria of acceptance A is determined from the descriptive statisticsof this set of ΔE differences, preferably taken in view of an assessmentof the color match accuracy needed for a particular application. Thisassessment of color match accuracy considers the reproducibility of theprinting system and the quality requirements of any final printedproduct. For example, color match accuracy requirements are higher forproofing on a glossy substrate than for printing on a textile fabric.The descriptive statistics of the set of ΔE differences includesparameters such as average, standard deviation, maximum, minimum as wellas a histogram of the ΔE difference distribution. It may be that, insome cases, some ΔE difference values are correlated with particularregions in the color space.

As indicated in the decision block 219, if the descriptive statistics ofthe set of ΔE differences fall outside the criteria of acceptance A, anupdated provisional target subset (block 215) is defined, and asindicated by the flow arrow 214, the steps in the block 206 arerepeated.

To create the updated provisional target subset one or more of thesamples originally contained in the remainder target subset (viz.,samples V_(j+1), . . . V_(M−1), V_(M)) is(are) combined with the samplesin the first provisional target subset. The activities in blocks 206,212 and 219 are iteratively performed using the updated provisionaltarget subset [and any subsequent updated provisional target subset(s)]until the descriptive statistics of the set of ΔE differences fallwithin the criteria of acceptance A. Of course, during each iteration itis only necessary to measure samples whose reflectance has not beenpreviously measured.

Once the descriptive statistics of the set of ΔE differences fall withinthe criteria of acceptance A, the number of samples in the last-updatedprovisional target subset defines an optimal number “K” of samples.Using the respective colorants or colorant combinations corresponding tothe samples in the last-updated provisional target subset the printer isoperated under a second, different, target set of operating conditionsto produce a optimal collection of K number of samples.

This collection of K samples produced as a result of the methoddiscussed in connection with FIGS. 8 and 9 provides the basic and novelcharacteristics of this aspect of the present invention, viz., acollection of samples wherein the descriptive statistics of the set ofΔE differences fall within the criteria of acceptance A. For purposes ofthis application, including the claims, the phrases “consistsessentially of” and “consisting essentially of” are used as atransitional phrases to limit the scope of a claim to a samplecollection that contains at least that specific number of samplesselected so as to result in the descriptive statistics of the set of ΔEdifferences falling within the criteria of acceptance A. However, itshould be understood that these transitional phrases also encompass thepossibility that a collection within the scope of the claim may containadditional samples, so long as the basic and novel characteristics ofthis aspect of invention are not compromised.

-   -   -o-0-o-

EXAMPLE

The following Example illustrates the production of a transform usefulfor predicting a reflectance value producible by a printer whileoperating under a predetermined target set of operating conditions andto the use of the transform to produce predicted reflectances. TheExample also utilized a sample set substantially similar to an efficientsample set produced in accordance with another aspect of the presentinvention.

The various data Tables 1 through 4 referenced in the text of theExample are set forth in the Data Appendix.

A first set of 969 color samples was printed on a DuPont Artistri™ 2020digital ink jet printer (available from E. I du Pont de Nemours andCompany, Wilmington, Del.) using a DuPont Artistri™ 2020 dispersed dyeink set comprising the colors cyan, magenta, yellow, black, and violet,as indicated in the Tables under column headings “C”, “M”, “Y”, “K” and“V”, respectively.

The printing was done on Testfabrics poly730, a texturized Dacron 56Tinterlock knit filament polyester fabric with weight of 106 grams persquare meter (available from Testfabrics Inc., West Pittston, Pa.),pre-treated with a DuPont D700 pretreatment (available from E. I du Pontde Nemours and Company, Wilmington, Del.).

The printer was operated at 540 dpi by 600 dpi in single-carriage,bi-directional printing mode. This was the reference condition. The setof 969 colorant combinations was determined by the printer colorcharacterization module of the Artistri™ application software, as shownin the first five columns of Table 1. A first small set of 35 samples(K=35) was selected from the set of 969. The 35 samples were chosen toinclude the substrate only as well as solid (100% coverage) andhalf-tone (50% coverage) samples of each of the printer inks. The set of35 samples also included combinations of solid (100% coverage) andhalf-tone (50% coverage) overprinting of hue-adjacent pairs of printerinks. The 35 selected colorant combinations are shown in the first fivecolumns of Table 2. The tabulated values are digital counts in the range0 to 255. The value 0 represents no ink; the value 255 represents 100%coverage. Since the relationship between digital counts and percentcoverage was non-linear, the value representing 50% coverage wasdifferent from 127.

A second small set of 35 samples was printed on the Artistri™ digitalink jet printer using the same reactive dye ink set, the same fabric,and the same printer conditions except the resolution was 360 dpi by 600dpi. This was the target condition. The 35 colorant combinations are thesame as for the first set of 35 samples and are shown in the first fivecolumns of Table 3.

The first set of 969 printed color samples were measured with aGretagMacbeth SpectroLino spectrophotometer (available fromGretagMacbeth, New Windsor, N.Y.) mounted on the SpectroScan XY table.Reflectance values were captured at 20-nm intervals over the range400-nm to 700-nm and are shown in Table 1.

The measurements of the first set of 35 printed color samples wereextracted from the set of 969 measurements and are shown in Table 2.

The second set of 35 printed color samples were measured with theGretagMacbeth SpectroLino spectrophotometer mounted on the SpectroScanXY table. Reflectance values were captured at 20-nm intervals over therange 400-nm to 700-nm and are shown in Table 3.

The measured reflectances from the first set of 35 samples and themeasured reflectances from the second set of 35 samples were importedinto the Dell laptop computer model D600 executing a Matlab analysisapplication from The Mathworks. The reflectance values werepre-processed by computing the cube root of each value. The PLS Toolboxfor Matlab from Eigenvector Research Inc. was used to build across-validated PLS model that mapped cube root of reflectances from thefirst set (reference condition) to cube root of reflectances from thesecond set (target condition). The cube root of reflectances from thefirst set were loaded as the X values; the cube root of reflectancesfrom the second set were loaded as the Y values. Pre-processing wasselected as “none” for both X values and Y values. Cross-validation wasselected as “leave one out”. The model was built, and six latentvariables were chosen since six latent variables captured 99.98% of thevariation in X and 99.92% of the variation in Y.

The measured reflectances from the first set of 969 samples wereimported into Matlab and pre-processed by computing the cube root ofeach value. The “modlpred( )” function from the PLS Toolbox was used toapply the model to the cube root of reflectances from the first set of969 samples (reference condition) in order to predict the cube root ofreflectances for the set of 969 samples for the target condition. Eachvalue from the predicted cube root of reflectances was cubed to producethe predicted reflectances for the set of 969 samples for the targetcondition.

As a test case, a second set of 969 color samples was printed on theArtistri™ printer using the same reactive dye ink set, the same fabric,and the same printer conditions as for the first set of 969 colorsamples except the resolution was 360 dpi by 600 dpi (target condition).The 969 colorant combinations were the same as for the first set of 969samples. This second set of 969 printed color samples were measured withthe GretagMacbeth SpectroLino spectrophotometer mounted on theSpectroScan XY table. Reflectance values were captured at 20-nmintervals over the range 400-nm to 700-nm and are shown in Table 4.

The measured reflectances from the second set of 969 printed colorsamples (target condition) were compared with the predicted reflectancesfrom the model for the target condition.

Two comparisons are made: a root mean square difference in percentreflectance between corresponding pair of reflectances, and a ΔE_(ab)for each corresponding pair of reflectances converted to CIELABcolorimetry.

Descriptive statistics for these comparisons are tabulated below.Average St. Dev. RMS difference 2.5 1.6 Delta E 3.1 1.9

To show that the present invention is an improvement, two differentmethods for transforming the first set of conditions (540 dpi×600 dpi)to the second set of conditions (360 dpi×600 dpi), using reflectancedata from 35 matched color patches have been investigated, viz.:

-   -   1. Comparison Method (“PCA”) A principal component analysis in        accordance with the method disclosed in U.S. Pat. No. 6,656,143        (Dalal et al.);    -   2. Invention Method (“PLS”) A cross-validated        partial-least-squares method in accordance with invention        described in the present application, with (reflectance)^(1/3)        scaling.

Results of these two methods as a function of number of components areset forth in the following Results Table. The Results Table includes thenumber of components selected (latent vectors for PLS, principalcomponents for PCA), mean color difference of ΔE for the PLS method, andmean color difference of ΔE for the PCA method. For the PCA method theprincipal components are selected visually from the large 969-sampleset; For the PLS method the latent vectors are selected bycross-validation on the small 35-sample set. The mean color differenceof ΔE is for predicting the patch's color under the second set ofconditions (360 dpi×600 dpi) for the large 969-sample data set: RESULTSTABLE Mean Delta-E LVs/PCs PLS PCA 1.0000 35.8591 34.6452 2.0000 27.573327.9546 3.0000 7.2140 11.0560 4.0000 3.6518 7.4938 5.0000 3.2047 6.53946.0000 3.1465 6.0587 <--- PLS 7.0000 3.0338 5.9605 8.0000 2.9545 10.92369.0000 2.9348 8.8822 10.0000 3.0007 9.0040 <--- PCA 11.0000 3.11068.8996 12.0000 3.2633 7.6127 13.0000 3.1305 9.3217 14.0000 3.1486 9.394015.0000 3.2523 9.5525 16.0000 3.2562 10.7492

In particular for the present example, 6 latent vectors were chosen withthe PLS method for comparison with 10 principal components chosen withthe PCA method. The PLS method with reflectance scaling gives a meancolor error Delta-E (3.1), almost three times better than the PCA method(9.0).

FIG. 10 shows that the PLS method [solid line] gives a lower MeanDelta-E than the PCA method [dashed line with “x”] for every value ofthe number of components greater than one. The PLS method is also morerobust: it's Mean Delta-E error varies from about 2.9 to 3.2 for allnumbers of latent variables from five through 16, while in this rangethe PCA model gives errors from 6.0 to >10.

-   -   -o-0-o-

Those skilled in the art, having the benefits of the teachings of theinvention as hereinabove set forth, may effect modifications thereto. Itis to be understood that such modifications are to be construed as lyingwithin the scope of the present invention as defined by the appendedclaims. TABLE 1 First set of 969 patches (reference condition) Colorantdigital count (0-255) Percent reflectance at wavelength C M Y K V 400420 440 460 480 500 520 540 560 580 600 620 640 660 680 700 0 0 0 255 03.35 3.13 2.93 2.91 2.87 2.75 2.46 2.18 1.99 1.92 1.94 1.98 2.06 2.44.14 10.85 0 0 0 0 0 62.32 73.54 77.06 78.8 79.66 79.86 79.49 78.87 77.977.68 77.52 77.38 77.34 77.74 77.95 78.58 0 0 255 0 0 3.24 2.62 2.522.91 7.54 39.24 70.03 77.05 78.27 78.88 79.07 79.03 78.91 79.06 78.7779.21 255 0 255 0 0 4.01 3.17 3.07 3.72 9.43 25.25 24.84 19.21 13.879.91 7.13 5.2 4.22 3.8 3.51 3.94 255 0 0 0 0 21.87 29.58 35.39 42.5136.99 28.41 20.9 14.75 9.9 6.65 4.61 3.35 2.79 2.55 2.41 2.66 255 0 0 0255 15.23 16.83 15.68 12.44 8.4 5.49 3.68 2.86 2.47 2.47 2.69 2.94 3.213.25 3.1 3.46 0 0 0 0 255 14.61 14.55 12.1 8.22 5.05 3.23 2.37 2.08 1.972.03 2.3 3.3 8.59 26.35 53.31 70.27 0 255 0 0 255 17.29 16.22 12.09 7.875.03 3.59 2.73 2.49 2.33 2.59 3.58 5.82 13.28 29.99 50.99 66.51 0 255 00 0 28.47 25.36 16.91 10.68 7.07 5.51 4.46 4.94 5.04 9.98 31.6 57.2566.65 70.23 72.99 76.05 0 255 255 0 0 4.27 3.15 2.93 3.39 5.81 7.42 6.226.92 7.05 13.01 32.08 46.39 51.52 55.91 62.11 70.12 0 0 0 62 0 27.9227.96 27.15 27.48 28.15 27.98 25.7 22.45 19.01 17.43 17.44 18.17 19.7925.64 39.88 59.45 0 0 255 26 0 3.05 2.5 2.45 2.77 7.04 32.1 47.01 46.5342.99 41.07 41.06 41.96 43.88 49.82 60.85 71.6 255 0 255 26 0 3.71 2.942.82 3.42 8.76 23.22 22.84 17.72 12.76 9.11 6.57 4.79 3.88 3.49 3.263.67 0 0 15 0 0 23.84 21.69 21.51 25.03 42.2 72.74 79.78 80.49 80 79.6779.07 78.32 77.59 77.36 76.89 77.47 58 0 15 0 0 19.86 17.4 17.13 21.0638.47 63.54 61.97 53.23 42.82 33.66 26.23 20.25 16.77 15 13.8 15.56 58 0255 0 0 3.1 2.59 2.46 2.83 7.58 36.64 57.16 54.23 45.73 37.5 30.56 24.821.3 19.47 18.16 19.94 255 0 0 26 0 21.04 26.97 30.81 35.38 32.05 25.8319.5 13.94 9.42 6.4 4.51 3.34 2.82 2.62 2.51 2.73 58 0 0 0 0 51.17 64.270.32 75.16 74.06 69.47 62.05 52.53 41.9 32.66 25.15 19.16 15.7 13.9312.76 14.56 255 0 15 0 0 14.63 14.58 15.05 18.75 26.9 27.82 20.99 14.89.9 6.63 4.6 3.38 2.83 2.6 2.5 2.74 255 0 0 26 255 13.86 15.19 13.9410.9 7.3 4.73 3.2 2.56 2.29 2.28 2.45 2.67 2.91 2.95 2.83 3.2 58 0 0 050 42.96 49.6 45.45 37.32 28.81 23.82 19.67 19.91 18.14 20.69 20.4816.29 13.5 12.08 11.13 12.52 255 0 0 0 50 23 29.41 32.04 32.37 26.2520.81 16.02 12.91 9.42 7.09 5.17 3.74 3.07 2.78 2.62 2.92 0 0 0 26 25513.93 13.52 11.26 7.79 4.84 3.14 2.34 2.07 1.98 2.03 2.28 3.18 7.9522.64 45.18 65.07 0 0 0 0 50 49.84 56.02 49.24 38.94 29.95 24.98 20.8922.18 21.52 29.6 37.36 33.01 28.8 26.42 24.72 26.85 58 0 0 0 255 16.1516.23 13.85 9.78 6.17 3.93 2.74 2.31 2.13 2.2 2.56 3.66 7.73 14.33 16.9419.35 0 255 0 26 255 17.88 16.74 12.67 8.4 5.44 3.88 2.95 2.67 2.49 2.793.86 6.18 13.42 27.69 44.55 60.64 0 40 0 0 50 47.19 51.15 42.17 31.523.34 19.08 15.71 16.97 16.67 25.15 36.37 33.2 29.04 26.66 24.93 27.05 040 0 0 255 15.89 15.67 13.02 8.93 5.53 3.55 2.53 2.17 2.03 2.11 2.49 3.79.6 27.65 54.19 70.93 0 255 0 26 0 26.78 23.94 16.42 10.59 7.05 5.454.37 4.84 4.9 9.47 25.7 37.17 41.04 46.59 56.89 68.19 0 40 0 0 0 57.6664.6 58.83 48.74 39.22 33.7 29.05 31.45 31.86 47.94 73.86 79.54 79.0578.36 77.6 77.85 0 255 0 0 50 29.05 26.33 18.03 11.67 7.76 6.01 4.815.35 5.42 10.45 26.57 33.47 32.11 30.74 29.66 31.81 0 255 255 26 0 3.932.92 2.74 3.16 5.49 7.06 5.92 6.56 6.63 11.94 26.88 35.33 38.36 43.0151.71 63.13 0 40 15 0 0 22.55 19.82 18.52 19.77 26.77 32.37 28.97 31.5531.97 47.99 73.36 78.8 78.36 77.72 77.04 77.31 0 255 15 0 0 18.52 15.0111.27 8.51 6.51 5.23 4.22 4.69 4.78 9.64 31.09 56.15 64.83 68.05 70.5673.82 0 40 255 0 0 3.27 2.63 2.58 2.95 7.48 27.57 33.16 36.37 36.9350.85 72.62 77.37 77.12 76.9 76.61 77.43 0 0 0 139 0 13.9 12.84 12.0912.06 12.22 11.9 10.49 8.71 7.03 6.29 6.3 6.6 7.31 10.14 18.46 35.53 0 0255 58 0 3.1 2.48 2.41 2.76 6.86 25.94 32.36 30.19 26.8 25.07 25.0325.79 27.4 32.78 45.13 61.81 255 0 255 58 0 3.83 3.01 2.9 3.57 8.9 21.5820.92 16.45 12.05 8.8 6.49 4.8 3.93 3.57 3.35 3.79 0 0 15 47 0 16.6814.15 13.61 15.98 25.6 35.84 34.93 31.36 27.23 25.24 25.17 25.97 27.8634.36 48.19 64 58 0 15 47 0 16.25 13.82 13.4 16.08 26.06 35.13 32.7127.82 22.56 18.89 16.29 13.94 12.53 12.38 12.69 15.09 58 0 255 26 0 3.012.43 2.36 2.73 7.27 30.92 41.89 38.54 32.72 27.98 24.21 20.73 18.5217.68 17.22 19.33 0 0 0 21 0 46.94 50.6 51.12 52.17 53.15 53.13 50.9247.31 42.96 40.82 40.71 41.57 43.64 50.08 61.44 71.7 0 0 5 0 0 41.9742.9 43.6 47.74 61.15 76.65 79.36 79.42 78.79 78.46 77.92 77.28 76.776.55 76.17 76.75 17 0 5 0 0 36.89 37.01 37.6 42.42 57.49 72.85 73.0669.24 63.16 56.39 49.28 42.32 37.61 35.06 33.11 35.79 0 0 5 21 0 32.4731.35 31.04 34.02 43.36 51.61 50.66 47.22 42.86 40.67 40.51 41.34 43.3949.89 61.42 71.81 17 0 5 21 0 31.16 30.19 29.94 33.15 42.68 50.23 48.3343.82 38.3 34.43 31.84 29.47 28.15 29.05 30.98 35.55 17 0 15 0 0 23.7121.67 21.51 25.13 41.7 69.27 73.13 69.95 64.19 57.72 50.91 44.25 39.7437.27 35.36 37.86 0 0 255 10 0 3.1 2.52 2.46 2.81 7.5 36.29 58.26 60.3657.97 56.43 56.23 56.71 57.97 62.03 68.09 73.37 0 0 37 0 0 11.81 9.759.51 11.59 25.38 64.86 77.9 79.5 79.17 78.96 78.46 77.94 77.67 77.6177.22 77.67 17 0 255 0 0 3.13 2.61 2.46 2.85 7.6 38.64 66.51 69.5 65.4159.58 53.15 46.63 42.17 39.76 37.88 40.2 0 0 37 10 0 11.31 9.23 8.9110.92 23.47 54.69 62.14 60.64 57.23 55.33 54.96 55.33 56.62 61.1 68.0773.93 17 0 255 10 0 3.19 2.52 2.47 2.82 7.34 35.57 55.98 56.1 51.3646.93 43.09 39.28 36.74 36.07 35.97 39.23 17 0 37 0 0 11.04 8.81 8.5910.72 24.59 62.61 72.6 70.19 64.43 57.92 51.01 44.37 40.09 37.63 35.6838.23 255 0 255 10 0 3.87 3.04 2.91 3.56 9.17 24.24 23.75 18.35 13.219.4 6.76 4.9 3.97 3.56 3.31 3.74 137 0 37 0 0 11.36 9.18 8.93 11.3824.21 46.03 41.93 32.55 23.88 17.44 12.78 9.38 7.49 6.6 6.07 6.93 137 0255 0 0 3.49 2.71 2.69 3.18 8.68 33.25 41.9 35.18 27.2 20.9 16.11 12.3910.21 9.12 8.38 9.44 137 0 37 10 0 10.85 8.62 8.35 10.73 22.85 41.3537.51 29.4 21.79 16.11 11.95 8.86 7.14 6.34 5.85 6.72 137 0 255 10 03.41 2.61 2.55 3.08 8.4 31.26 38.48 32.47 25.31 19.66 15.31 11.83 9.828.83 8.14 9.19 58 0 37 0 0 11.28 8.77 8.44 10.89 24.96 57.28 60.58 52.8842.99 34.19 26.95 21.06 17.57 15.78 14.54 16.28 17 0 15 21 0 19.12 16.6216.22 19.25 32.27 48.84 48.69 44.33 38.74 34.8 32.09 29.57 28.15 28.9330.7 35.22 255 0 0 58 0 19.17 23.16 25.24 27.88 26.04 22.01 17.16 12.578.68 6.08 4.39 3.29 2.78 2.59 2.48 2.74 58 0 0 47 0 32.07 34.85 35.2136.46 36.79 35.43 31.52 26.46 21.22 17.65 15.14 12.87 11.54 11.4 11.6914.01 255 0 15 26 0 14.48 14.3 14.64 17.9 24.6 25.15 19.53 14.14 9.686.67 4.76 3.56 3.01 2.79 2.67 2.93 17 0 0 0 0 58.9 70.19 74.65 77.3777.69 76.58 73.93 69.77 63.66 57.09 50.11 43.15 38.44 35.84 33.87 36.5917 0 0 21 0 44.84 49.4 50.39 51.74 52.41 51.72 48.52 43.84 38.23 34.3831.74 29.27 27.88 28.74 30.58 35.24 58 0 5 0 0 32.8 33.1 33.95 39.1653.58 64.61 59.95 51.46 41.53 32.82 25.62 19.79 16.37 14.63 13.45 15.2255 0 37 0 0 9.66 8.18 8.05 10.51 19.93 26.71 20.97 14.95 10.04 6.734.66 3.39 2.83 2.62 2.5 2.73 255 0 37 10 0 9.9 8.53 8.42 10.84 19.7225.83 20.46 14.73 9.98 6.75 4.69 3.41 2.84 2.62 2.48 2.74 137 0 15 0 017.81 15.61 15.52 19.42 34.18 48.17 41.14 31.58 23.02 16.74 12.18 8.867.09 6.24 5.7 6.52 255 0 0 10 0 22.37 29.26 34.1 40.02 35.59 28.2 21.2615.33 10.49 7.19 5.06 3.69 3.05 2.8 2.63 2.91 137 0 0 0 0 37.02 49.0556.62 64.47 60.96 52.21 41.7 31.51 22.66 16.22 11.7 8.42 6.71 5.91 5.376.16 255 0 5 0 0 18.91 22.22 24.57 29.77 32.86 28.44 21.25 15.13 10.236.91 4.8 3.49 2.87 2.63 2.49 2.74 137 0 0 10 0 34.29 43.85 49.2 54.9152.66 46.08 37.27 28.41 20.57 14.88 10.85 7.91 6.34 5.63 5.19 5.97 255 05 10 0 18.9 22.02 24.01 28.68 31.59 27.64 20.88 14.97 10.19 6.94 4.873.56 2.94 2.7 2.55 2.82 137 0 5 0 0 28.03 30.16 31.79 37.59 48.65 51.4742.07 31.91 22.98 16.47 11.84 8.51 6.75 5.93 5.4 6.2 58 0 5 21 0 29.5729.91 30.18 33.57 42.22 47.87 43.77 37.24 30.08 24.61 20.3 16.54 14.2713.43 12.99 15.01 255 0 0 58 255 14.65 15.87 14.76 11.97 8.34 5.53 3.692.83 2.42 2.42 2.65 2.91 3.21 3.28 3.16 3.57 58 0 0 47 50 32.49 34.7332.46 28.93 24.49 21.2 17.8 17.26 15.3 16.28 16.12 13.84 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7 0 8 0 0 31.32 29.97 30.01 34.42 51.55 73.97 77.275.86 72.75 69.06 64.55 59.56 55.77 53.61 51.8 54.05 7 0 8 8 0 31.6531.06 31.06 34.65 47.97 63.76 64.63 61.53 56.96 53.35 50.5 47.78 46.1446.8 48.33 52.43 33 0 8 0 0 30.68 29.95 30.27 34.76 51.19 70.38 69.8663.84 55.43 46.95 39.09 32.14 27.78 25.47 23.78 26.03 33 0 8 8 0 29.4628.49 28.51 32.46 46.18 60.77 59.34 53.59 46.18 39.7 34.1 29 25.76 24.3923.58 26.22 33 0 15 0 0 21.69 19.46 19.24 22.94 40.08 67.39 69.33 63.7355.5 47.15 39.39 32.49 28.17 25.89 24.2 26.46 17 0 5 8 0 35.88 36.9437.39 41.2 52.78 63.6 62.54 58.16 52.19 46.97 42.41 37.98 35.09 34.2534.08 37.46 17 0 8 0 0 31.3 30.62 30.8 35.27 52.13 73.16 74.71 71.0965.14 58.47 51.53 44.75 40.13 37.63 35.7 38.2 17 0 8 8 0 30.5 29.8629.91 33.77 47.32 62.04 61.69 57.3 51.27 46.03 41.47 37.06 34.17 33.3933.27 36.66 7 0 5 8 0 37.22 38.27 38.6 42.15 53.46 64.91 64.82 61.657.04 53.48 50.73 48.11 46.57 47.33 48.93 53.05 0 0 255 4 0 3.12 2.52.44 2.83 7.54 37.88 64.8 69.55 68.85 68.09 67.92 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38.81 39.6439.43 36.8 32.79 28.3 25.83 25.05 24.84 25.51 29.45 36.87 45.98 7 0 0 210 45.46 49.73 50.39 51.57 52.47 52.25 49.62 45.43 40.39 37.22 35.6234.49 34.37 37.26 42.28 48.96 17 0 2 21 0 38.26 39.96 40.21 42.79 48.3451.66 49.08 44.4 38.82 34.92 32.29 29.89 28.55 29.41 31.29 35.81 58 0 80 0 27.23 26.08 26.32 31.12 48.01 65.22 61.54 52.73 42.46 33.45 26.0920.17 16.72 14.96 13.74 15.47 33 0 5 0 0 34.36 34.92 35.66 40.65 55.9770.39 68.5 62.09 53.39 44.7 36.72 29.72 25.39 23.12 21.47 23.74 33 0 5 80 32.65 32.71 33.04 37.28 49.81 60.35 57.93 51.93 44.41 37.84 32.1827.04 23.8 22.42 21.57 24.19 33 0 0 0 0 55.68 68.06 73.29 76.72 76.3673.79 69.11 62.31 53.66 45.2 37.41 30.49 26.15 23.85 22.19 24.5 33 0 0 80 49.88 58.77 61.85 64.42 64.69 63.05 58.85 52.64 45.06 38.49 32.83 27.724.47 23.09 22.29 24.96 58 0 2 0 0 42.17 47.86 50.73 56.22 64.83 68.2362.34 53.43 43.37 34.57 27.36 21.52 18.09 16.33 15.1 16.87 17 0 0 8 053.29 61.51 64.11 66.13 66.64 65.76 62.75 57.97 51.82 46.52 41.92 37.5134.65 33.89 33.78 37.23 33 0 2 0 0 46.72 52.27 54.71 59.43 68.37 7470.69 64.18 55.61 47.04 39.15 32.2 27.84 25.56 23.88 26.15 33 0 2 8 043.33 47.7 49.25 52.96 59.75 63.5 60.06 53.95 46.43 39.88 34.25 29.1325.89 24.57 23.75 26.38 17 0 2 8 0 45.19 49.31 50.57 53.67 60.16 64.8662.72 58.09 52 46.82 42.41 38.2 35.49 34.93 34.98 38.44 255 0 73 0 07.24 5.69 5.48 7.18 15.88 26.92 22.32 16.25 11.14 7.6 5.3 3.82 3.12 2.842.66 2.94 255 0 73 4 0 7.2 5.72 5.53 7.24 15.8 26.37 21.89 15.97 10.977.5 5.24 3.78 3.08 2.78 2.64 2.92 205 0 37 0 0 10.4 8.67 8.49 10.8622.18 37.09 31.36 23.22 16.28 11.34 7.97 5.67 4.49 4 3.67 4.14 255 0 7318 0 7.36 5.95 5.79 7.47 15.74 25.36 21.17 15.58 10.77 7.44 5.23 3.8 3.12.83 2.67 2.96 255 0 73 10 0 7.21 5.75 5.58 7.22 15.63 25.95 21.62 15.8710.96 7.55 5.33 3.91 3.21 2.93 2.78 3.08 205 0 37 10 0 9.99 8.29 8.0910.34 21.06 34.25 29.08 21.7 15.28 10.74 7.65 5.51 4.43 3.96 3.66 4.1490 0 15 0 0 19.95 17.58 17.4 21.37 37.68 57.13 52.21 42.5 32.75 25.0519.2 14.68 12.06 10.77 9.88 11.11 137 0 22 0 0 14.71 12.61 12.38 15.6630.03 47.83 41.63 31.87 23.1 16.66 12.07 8.75 6.96 6.13 5.57 6.37 137 022 4 0 13.81 11.72 11.49 14.58 28.26 44.7 38.88 29.71 21.44 15.42 11.138.04 6.39 5.64 5.14 5.88 255 0 22 0 0 12.41 11.5 11.64 14.83 24.12 27.7521.29 15.12 10.16 6.82 4.74 3.44 2.87 2.65 2.52 2.76 255 0 22 4 0 12.4911.82 12.01 15.14 23.68 26.59 20.32 14.37 9.61 6.43 4.43 3.22 2.67 2.462.36 2.58 205 0 15 0 0 15.59 14.64 14.86 18.64 30.69 38.08 30.2 21.8414.97 10.19 7.05 4.96 3.95 3.51 3.28 3.67 255 0 37 4 0 9.85 8.49 8.3910.85 20.07 26.65 20.99 14.99 10.09 6.77 4.66 3.37 2.79 2.56 2.43 2.65205 0 22 0 0 12.36 10.79 10.73 13.77 25.98 36.9 29.76 21.51 14.7 10.016.91 4.85 3.86 3.44 3.18 3.59 205 0 22 4 0 13.16 11.75 11.75 14.89 26.4636.23 29.43 21.48 14.8 10.15 7.03 4.95 3.92 3.48 3.22 3.66 205 0 37 4 09.28 7.56 7.38 9.63 20.56 34.74 29.31 21.58 14.97 10.3 7.17 5.07 4.023.57 3.31 3.74 255 0 0 4 0 21.22 28.53 33.84 40.37 35.49 27.48 20.2214.21 9.45 6.32 4.39 3.22 2.7 2.5 2.39 2.61 205 0 0 0 0 28.9 38.99 46.1454.41 49.75 40.25 30.41 21.82 14.87 10.1 6.96 4.9 3.92 3.5 3.25 3.66 2550 2 0 0 21.38 26.77 30.73 37.23 36.27 29.24 21.6 15.26 10.26 6.95 4.843.53 2.95 2.71 2.57 2.78 205 0 0 4 0 29.36 39.08 45.7 53.44 49.1 40.0230.56 22.18 15.31 10.59 7.45 5.3 4.28 3.84 3.58 3.98 255 0 2 4 0 20.8426.18 29.94 36.01 35.28 28.58 21.13 14.93 10.02 6.78 4.75 3.47 2.9 2.672.54 2.76 205 0 2 0 0 26.73 33.42 37.9 45.14 47.17 41.06 31.26 22.5115.41 10.52 7.29 5.15 4.1 3.66 3.39 3.82 255 0 0 18 0 21.67 28.4 33.0238.55 34.44 27.25 20.32 14.43 9.72 6.57 4.61 3.39 2.83 2.61 2.47 2.75205 0 0 18 0 27.61 35.29 39.93 45.29 42.54 35.9 28.03 20.69 14.47 10.157.22 5.22 4.22 3.78 3.53 4.03 255 0 2 18 0 20.37 25.15 28.25 33.25 32.7527.1 20.37 14.53 9.82 6.67 4.69 3.44 2.87 2.64 2.52 2.77 205 0 0 10 028.68 37.53 43.16 49.67 46.21 38.39 29.66 21.71 15.12 10.52 7.44 5.364.29 3.88 3.61 4.1 255 0 2 10 0 20.89 26.2 29.8 35.46 34.39 28.06 20.9414.86 10.01 6.78 4.73 3.43 2.85 2.63 2.47 2.71 205 0 2 10 0 24.89 30.0433.24 39.06 41.74 37.14 28.68 20.83 14.34 9.88 6.91 4.91 3.91 3.53 3.253.68 90 0 0 0 0 44.69 58.01 65.34 71.95 69.78 62.86 53.06 42.17 31.6923.52 17.44 12.86 10.36 9.12 8.31 9.52 90 0 0 4 0 43.12 54.91 61.0266.73 65.03 59.02 50.05 39.89 30.08 22.49 16.8 12.46 10.09 8.96 8.179.39 90 0 2 0 0 37.83 44.61 48.28 54.7 62.14 62.16 53.2 42.43 32 23.8317.71 13.14 10.59 9.34 8.53 9.76 137 0 0 4 0 36.22 47.44 54.26 61.4358.49 50.48 40.39 30.49 21.92 15.72 11.32 8.15 6.48 5.72 5.22 6.02 137 02 0 0 32.04 38.09 41.82 48.94 55.31 52.4 42.09 31.67 22.67 16.14 11.568.3 6.57 5.77 5.28 6.06 137 0 2 4 0 31.63 37.54 41.01 47.33 52.51 49.6640.13 30.37 21.87 15.69 11.32 8.18 6.5 5.72 5.23 6.02 255 0 8 0 0 17.6919.58 21.05 25.79 31.52 28.82 21.42 15.07 10.07 6.74 4.68 3.4 2.84 2.612.5 2.74 255 0 8 4 0 16.56 18.01 19.23 23.77 29.75 27.45 20.37 14.249.44 6.29 4.36 3.17 2.65 2.45 2.33 2.56 205 0 8 0 0 19.97 20.9 21.9926.99 37.58 39.71 30.78 22.16 15.15 10.32 7.1 4.98 3.95 3.51 3.25 3.69255 0 5 4 0 18.84 21.93 24.1 29.17 32.54 28.18 20.93 14.77 9.88 6.654.63 3.42 2.87 2.67 2.56 2.78 205 0 5 0 0 23.03 26.05 28.25 34.03 41.7140.28 30.96 22.32 15.3 10.45 7.23 5.11 4.1 3.68 3.42 3.84 205 0 5 4 022.73 25.37 27.33 32.77 39.99 38.65 29.93 21.74 15.02 10.32 7.18 5.074.04 3.59 3.35 3.79 205 0 2 4 0 25.94 31.68 35.66 42.33 44.38 38.8629.82 21.64 14.95 10.28 7.16 5.07 4.06 3.61 3.37 3.8 17 0 2 41 0 33.4634.26 34.05 35.78 39.51 41.28 38.52 34.13 29.21 26.22 24.75 23.63 23.3825.65 29.74 35.92 58 0 8 30 0 23.63 22.4 22.29 25.64 35.86 43.32 39.933.93 27.47 22.69 19.1 15.92 14.01 13.47 13.35 15.57 33 0 5 21 0 30.5830.23 30.3 33.78 43.69 51.03 48.26 42.74 36.25 31.33 27.55 24.08 21.9121.58 21.85 25.08 137 0 22 23 0 14.31 12.33 12.11 14.99 26.63 38.4 33.5126.09 19.17 14.13 10.51 7.79 6.32 5.69 5.28 6.09 58 0 8 8 0 27.12 26.0626.24 30.58 44.91 58.24 54.48 46.52 37.49 29.92 23.81 18.71 15.67 14.2913.37 15.27 137 0 8 8 0 23.06 22.91 23.55 28.3 40.47 46.48 38.69 29.5221.34 15.41 11.18 8.13 6.51 5.77 5.3 6.08 137 0 15 15 0 17.68 15.8915.82 19.45 32.08 42.48 36.41 28.21 20.68 15.2 11.22 8.29 6.7 5.97 5.546.37 90 0 8 8 0 24.72 24.05 24.4 28.85 42.48 52.74 46.71 37.76 28.8221.9 16.64 12.59 10.28 9.21 8.51 9.73 90 0 15 15 0 18.69 16.66 16.4719.96 33.5 47.47 43.1 35.22 27.25 21.11 16.42 12.68 10.5 9.53 8.88 10.1933 0 2 21 0 37.79 40.14 40.78 43.59 48.95 51.58 48.08 42.45 35.92 31.0127.23 23.77 21.64 21.33 21.66 24.91 90 0 8 0 0 25.32 24.6 25.02 30.0446.34 59.43 52.45 41.94 31.54 23.41 17.34 12.79 10.28 9.06 8.25 9.41 580 2 8 0 38.87 43.37 45.39 49.96 57.12 59.66 54.11 46 36.97 29.47 23.418.35 15.39 13.99 13.11 14.99 90 0 5 0 0 29.92 31.83 33.3 39.13 52.6660.09 52.13 41.44 30.96 22.81 16.77 12.27 9.82 8.62 7.84 8.96 137 0 8 00 23.3 23.56 24.33 29.46 43.4 50.98 41.95 31.52 22.42 15.86 11.28 8.056.36 5.59 5.09 5.84 90 0 5 8 0 29.38 30.59 31.62 36.64 48.14 53.76 46.8537.62 28.52 21.51 16.22 12.14 9.85 8.78 8.07 9.3 58 0 5 8 0 31.75 32.5233.22 37.82 50.13 58.85 54.14 46.13 37.13 29.66 23.6 18.52 15.52 14.1113.21 15.08 33 0 0 30 0 39.52 43.73 44.56 45.98 46.58 45.57 41.76 36.4430.52 26.37 23.41 20.67 19.06 19.21 20.05 23.61 58 0 2 30 0 32.12 34.2534.87 37.68 42.3 43.54 39.14 33.04 26.54 21.77 18.16 14.97 13.06 12.4912.34 14.52 90 0 0 23 0 36.17 42.98 45.76 48.84 48.24 44.7 38.36 31.0723.89 18.53 14.45 11.15 9.27 8.45 7.96 9.27 137 0 2 23 0 28.33 31.8933.79 38.02 41.64 39.66 32.69 25.19 18.41 13.51 10 7.37 5.97 5.36 4.985.81 58 0 0 15 0 42.8 50.32 53.17 56.02 55.93 53.36 47.75 40.5 32.6126.33 21.3 16.99 14.44 13.34 12.68 14.63 137 0 5 15 0 25.22 26.54 27.6132.11 40.53 42.37 35.2 27.13 19.84 14.53 10.68 7.84 6.3 5.6 5.17 5.99 900 2 15 0 33.62 36.96 38.64 43.08 49.14 49.52 42.91 34.85 26.9 20.8216.16 12.44 10.29 9.3 8.66 9.95 255 0 22 18 0 13.25 12.41 12.52 15.6324.05 26.75 20.85 15.06 10.32 7.1 5.03 3.71 3.08 2.82 2.68 2.97 255 0 818 0 17.24 18.72 19.88 24.02 29.12 26.98 20.51 14.73 10.02 6.86 4.853.57 2.96 2.74 2.6 2.85 255 0 15 10 0 14.96 15.07 15.57 19.26 27.0727.63 21.02 14.97 10.09 6.82 4.78 3.48 2.87 2.65 2.52 2.75 137 0 8 23 022.15 22.04 22.44 26.28 35.41 39.38 33.12 25.59 18.73 13.76 10.22 7.566.15 5.54 5.15 5.95 255 0 0 105 255 14.35 15.21 14.21 11.93 8.72 6 4.063.08 2.58 2.57 2.83 3.1 3.43 3.57 3.48 3.98 58 0 0 88 50 24.46 24.122.67 21.45 19.58 17.75 15.2 13.96 11.99 11.84 11.67 10.8 10.29 10.8411.94 14.51 255 0 0 58 50 21.74 25.65 26.91 27.24 23.81 19.98 15.9713.09 9.84 7.66 5.82 4.34 3.58 3.26 3.1 3.46 17 0 0 54 12 31.88 32.8931.7 30.84 29.43 27.65 24.36 22.26 19.16 18.67 18.58 17.72 17.42 19.2322.6 28.03 17 0 0 77 12 23.39 22.91 21.9 21.54 21.04 20.06 17.65 15.5913.08 12.32 12.28 12.16 12.51 14.91 19.83 26.87 58 0 0 47 12 32.79 35.7535.21 34.63 32.67 30.06 26.06 23.38 19.55 17.91 16.2 13.83 12.34 12.1212.26 14.46 255 0 0 26 12 21.44 27.39 30.74 33.98 29.81 24.02 18.3613.76 9.6 6.81 4.88 3.58 2.97 2.72 2.59 2.86 255 0 0 44 12 20.81 25.7928.41 30.95 27.68 22.74 17.55 13.23 9.33 6.66 4.85 3.62 2.99 2.76 2.632.91 137 0 0 35 12 30.17 35.41 36.82 37.79 34.88 30.66 25.31 20.99 16.1212.85 10.05 7.58 6.24 5.68 5.3 6.17 255 0 0 44 255 14.1 15.43 14.2711.26 7.61 4.92 3.26 2.55 2.21 2.21 2.44 2.68 2.96 3.04 2.91 3.29 137 00 35 137 27.83 30.33 28.42 24.3 18.89 14.63 10.98 9.18 7.57 7.65 8.097.76 7.49 7.17 6.77 7.77 255 0 0 26 137 20.86 24.8 25.19 23.16 18.113.79 10.14 8.01 6.17 5.35 4.68 3.85 3.31 3.06 2.88 3.22 137 0 0 53 13725.18 27.08 25.41 21.98 17.34 13.58 10.24 8.54 7.03 7.03 7.36 7.04 6.786.53 6.29 7.26 255 0 0 44 137 20.1 23.56 23.74 21.93 17.35 13.33 9.887.83 6.06 5.29 4.66 3.84 3.34 3.08 2.91 3.28 137 0 0 35 50 29.91 34.1933.44 30.89 25.93 22.02 18.11 16.59 13.75 12.67 10.74 8.25 6.81 6.165.76 6.65 58 0 0 66 12 25.62 26.37 25.65 25.39 24.53 23.04 20.09 17.6414.62 13.28 12.31 11.06 10.33 10.75 11.71 14.31 7 0 0 0 5 58.86 69.6571.75 70.29 66.31 62.79 58.77 58.56 55.95 58.3 57.78 52.28 47.84 45.2743.23 45.81 7 0 0 8 5 52.36 59.85 60.7 59.72 57 54.25 50.28 48.84 45.3646.1 45.77 42.53 40.11 39.88 40.37 44.23 17 0 0 0 5 58.59 69.61 71.9970.9 66.55 62.43 57.56 56.09 51.83 51.22 47.67 40.83 35.97 33.28 31.2833.84 7 0 0 41 5 37.97 40.08 39.42 39.22 38.62 37.28 33.98 31.03 27.1426.03 25.88 25.43 25.75 29.04 35.04 42.8 7 0 0 21 5 46.23 50.83 50.8150.28 48.75 46.73 42.99 40.56 36.64 36.17 35.89 34.31 33.5 35.28 38.5344.04 17 0 0 21 5 45.24 50.13 50.35 50 48.4 46.12 42.03 39.1 34.59 33.0731.53 28.88 27.19 27.67 29.05 33.32 58 0 0 0 5 50.31 62.91 67.33 68.5963.94 58.14 50.92 45.44 37.62 31.86 25.69 19.75 16.24 14.46 13.23 14.9333 0 0 0 5 55.05 67.15 70.35 70.01 65.42 60.53 54.6 51.37 45.28 41.8336.39 29.56 25.15 22.81 21.14 23.36 33 0 0 8 5 49.62 58.42 60.27 60.2357.24 53.54 48.23 44.57 38.72 35.46 31.32 26.14 22.75 21.28 20.37 22.9133 0 0 0 24 50.89 60.62 58.86 51.85 42.55 36.32 30.66 30.79 28.08 31.1930.63 24.71 20.66 18.55 17.03 19 33 0 0 8 24 46.58 53.78 51.89 46.4538.96 33.65 28.43 28.11 25.31 27.47 26.95 22.23 18.97 17.44 16.46 18.6158 0 0 0 24 46.49 57.21 56.74 50.94 41.78 35.36 29.44 28.58 25.01 25.3722.78 17.59 14.36 12.7 11.58 13.1 17 0 0 8 12 50.66 58.65 58.25 54.8949.32 44.79 39.68 38.86 35.55 37.43 37.08 32.45 29.04 27.61 26.84 29.833 0 0 0 12 53.19 64.67 65.62 61.81 54.3 48.32 42.19 41.05 36.85 37.1634.14 27.66 23.37 21.09 19.48 21.61 33 0 0 8 12 47.96 56.44 56.64 53.8648.34 43.53 38.02 36.35 32.19 31.94 29.6 24.58 21.19 19.64 18.67 21.0217 0 0 8 5 52.59 61.08 62.42 61.78 58.87 55.68 51.08 48.64 44 42.7140.17 35.48 32.21 31.05 30.52 33.75 255 0 0 0 5 22.57 30.55 36.27 42.6836.57 28.08 20.71 14.91 10.09 6.86 4.79 3.48 2.88 2.66 2.51 2.77 255 0 04 5 22.33 29.98 35.31 41.2 35.49 27.42 20.25 14.5 9.75 6.62 4.61 3.362.79 2.58 2.45 2.69 205 0 0 0 5 29.39 39.53 46.01 52.24 46.1 37.04 28.1821.09 14.83 10.5 7.4 5.24 4.17 3.68 3.42 3.85 255 0 0 18 5 21.24 27.7231.84 36.42 32.12 25.48 19.11 13.84 9.43 6.46 4.56 3.34 2.79 2.57 2.462.68 255 0 0 10 5 21.73 28.72 33.38 38.48 33.55 26.28 19.6 14.15 9.66.56 4.6 3.37 2.81 2.6 2.47 2.72 205 0 0 10 5 28.41 36.74 41.61 46.3141.79 34.49 26.74 20.26 14.36 10.28 7.33 5.24 4.2 3.76 3.49 3.96 90 0 00 5 42.86 55.56 61.05 63.98 58.66 51.35 42.76 35.7 27.54 21.57 16.2911.92 9.49 8.32 7.53 8.65 137 0 0 0 5 36.28 47.72 54.11 59.11 53.3744.91 35.65 27.99 20.45 15.07 10.9 7.78 6.13 5.38 4.91 5.63 137 0 0 4 534.86 45.07 50.47 54.77 49.77 42.15 33.54 26.35 19.26 14.24 10.33 7.45.86 5.14 4.72 5.43 255 0 0 0 24 21.58 28.58 32.66 35.56 29.17 22.5816.91 12.85 8.96 6.35 4.48 3.23 2.67 2.44 2.31 2.53 255 0 0 4 24 23.2630.19 34.23 37.26 31.21 24.6 18.75 14.42 10.24 7.39 5.29 3.84 3.15 2.862.69 3 205 0 0 0 24 29.37 38.37 42.25 43.17 35.58 28.52 22.17 18.1913.55 10.47 7.73 5.52 4.4 3.9 3.59 4.06 255 0 0 4 12 22.5 29.97 34.7939.41 33.46 26.03 19.49 14.42 9.96 6.96 4.91 3.56 2.93 2.68 2.55 2.79205 0 0 0 12 29.9 39.57 44.91 48.58 41.49 33.31 25.63 20.06 14.47 10.657.68 5.46 4.36 3.89 3.58 4.03 205 0 0 4 12 29.36 38.38 43.2 46.57 40.1932.55 25.15 19.69 14.21 10.47 7.55 5.37 4.29 3.82 3.52 3.99 205 0 0 4 529.2 38.46 44.2 49.78 44.39 36.08 27.68 20.79 14.62 10.34 7.3 5.17 4.113.66 3.37 3.82 255 0 0 4 255 15.21 16.67 15.43 12.13 8.13 5.3 3.57 2.82.43 2.44 2.69 2.94 3.26 3.32 3.18 3.56 205 0 0 0 201 19.67 22.33 21.2117.11 11.67 7.59 4.91 3.6 2.93 2.89 3.19 3.46 3.75 3.77 3.56 4.05 255 00 0 201 17.66 21.11 21.13 18.3 13.01 8.74 5.78 4.2 3.33 3.11 3.14 3.012.9 2.78 2.65 2.92 205 0 0 4 201 19.91 22.54 21.41 17.33 11.9 7.8 5.083.76 3.08 3.04 3.35 3.65 4.01 4.03 3.82 4.33 255 0 0 4 201 18.52 21.7521.8 18.96 13.58 9.18 6.07 4.41 3.48 3.27 3.31 3.19 3.1 2.96 2.83 3.13205 0 0 0 137 25.46 29.99 28.88 24.45 18.11 13.5 9.82 8 6.38 6.07 5.895.17 4.62 4.24 3.91 4.47 255 0 0 18 255 15.32 16.69 15.47 12.23 8.235.36 3.6 2.81 2.45 2.46 2.69 2.97 3.29 3.36 3.23 3.61 205 0 0 18 20118.94 21.18 20.06 16.35 11.31 7.42 4.81 3.54 2.89 2.84 3.17 3.45 3.793.83 3.64 4.18 255 0 0 18 201 17.26 20.27 20.13 17.53 12.59 8.48 5.594.06 3.21 3.02 3.07 2.96 2.87 2.76 2.62 2.88 205 0 0 10 201 19.28 21.7520.66 16.82 11.61 7.63 4.96 3.66 2.99 2.95 3.27 3.58 3.9 3.91 3.72 4.25255 0 0 10 201 17.31 20.43 20.36 17.66 12.62 8.48 5.59 4.04 3.2 2.993.03 2.94 2.82 2.71 2.6 2.88 205 0 0 10 137 23.9 27.8 26.74 22.77 17.0312.74 9.3 7.56 6.08 5.8 5.69 5.03 4.56 4.22 3.93 4.46 90 0 0 0 110 36.6141.23 36.99 29.61 22.42 18.04 14.41 13.86 12.32 13.83 14.45 12.46 10.949.99 9.19 10.35 90 0 0 4 110 34.72 38.96 35.24 28.66 21.99 17.86 14.3613.86 12.34 13.74 14.22 12.21 10.68 9.78 9.06 10.17 90 0 0 0 50 39.0546.62 44.58 38.11 29.82 24.67 20.26 19.77 17.3 17.7 15.91 12.26 10.018.87 8.13 9.21 137 0 0 4 137 28.52 32.23 30.12 24.83 18.48 13.9 10.218.45 6.94 7 7.42 7.04 6.69 6.27 5.81 6.61 137 0 0 0 110 31.91 36.9934.48 28.79 22.08 17.79 14.16 13.22 11.34 11.57 10.87 8.74 7.34 6.565.99 6.82 137 0 0 4 110 33.01 38.3 36.13 30.56 23.63 19.05 15.18 14.0411.98 12.03 11.22 9.08 7.69 6.91 6.35 7.2 255 0 0 0 110 23.83 29.5 30.6428.9 22.83 18.14 14.1 11.9 9.22 7.64 6.03 4.52 3.68 3.31 3.1 3.46 255 00 4 110 24.35 29.94 31.02 29.18 23.24 18.54 14.47 12.27 9.53 7.94 6.324.73 3.9 3.55 3.29 3.65 205 0 0 0 50 29.54 37.26 38.7 36.33 28.72 23.0918.23 15.99 12.53 10.52 8.15 5.91 4.73 4.19 3.87 4.38 255 0 0 4 13722.52 27.34 27.97 25.76 19.95 15.13 11.15 8.85 6.8 5.9 5.11 4.15 3.583.27 3.05 3.43 205 0 0 0 110 28.63 34.41 33.47 28.88 22.19 17.62 13.812.4 10.19 9.59 8.37 6.47 5.34 4.79 4.39 5 205 0 0 4 110 29.01 34.5633.62 29.41 22.92 18.45 14.66 13.28 10.98 10.29 8.92 6.89 5.68 5.08 4.685.29 205 0 0 4 137 25.06 29.41 28.33 24.16 18.03 13.5 9.87 8.04 6.446.14 5.95 5.24 4.72 4.33 4.02 4.61 17 0 0 41 5 36.34 38.67 38.24 38.1837.53 36.07 32.55 29.34 25.21 23.54 22.65 21.38 20.81 22.55 25.74 31.1358 0 0 30 5 37.39 42.11 42.8 43.33 41.91 39.17 34.36 30.02 24.62 21.2718.27 15.1 13.14 12.57 12.38 14.44 33 0 0 21 5 43.01 48.51 49.01 48.9747.22 44.6 40.04 36.4 31.24 28.62 25.9 22.38 20.11 19.62 19.7 22.71 1370 0 23 5 32.04 38.97 41.85 44.49 41.79 36.73 30.05 24 17.9 13.6 10.247.57 6.11 5.49 5.09 5.92 58 0 0 8 5 45.57 55.37 58.06 58.86 55.44 50.7844.38 39.33 32.42 27.72 22.84 17.89 14.94 13.56 12.63 14.46 137 0 0 8 2434.34 42.7 44.87 43.87 37.13 31.1 25.12 21.88 17.25 14.39 11.29 8.336.67 5.94 5.48 6.19 137 0 0 15 12 32.53 40.45 43.26 44.53 39.87 34.0927.59 22.79 17.29 13.57 10.3 7.55 6.09 5.44 4.99 5.79 90 0 0 8 12 39.6648.95 51.33 51.22 45.56 39.64 33.06 29 23.35 19.8 15.88 12.04 9.81 8.738.05 9.25 90 0 0 15 5 38.15 46.25 49.08 50.93 47.95 43.08 36.39 30.5423.91 19.2 15.1 11.5 9.45 8.52 7.91 9.12 33 0 0 21 12 41.28 46.49 46.0444.21 40.39 36.74 31.98 30 26.13 25.64 24.1 20.64 18.31 17.65 17.4820.21 90 0 0 0 12 42.14 53.51 57.01 56.59 49.22 42.16 34.85 30.67 24.5920.64 16.21 11.99 9.6 8.44 7.68 8.77 58 0 0 8 24 43.02 50.64 49.7 45.1337.73 32.32 27.02 26.02 22.7 22.87 20.79 16.44 13.64 12.31 11.45 13.0290 0 0 0 24 41.19 50.98 51.99 48.21 39.54 33.02 26.98 24.94 20.71 18.8715.58 11.61 9.32 8.2 7.47 8.52 137 0 0 0 24 34.92 44.68 47.43 46.1 38.1131.38 25.14 21.91 17.2 14.28 11.04 8 6.34 5.58 5.08 5.81 90 0 0 8 2438.24 46.1 46.71 43.91 37.01 31.43 25.97 23.88 19.89 18.12 15.13 11.499.33 8.3 7.64 8.74 58 0 0 8 12 45.3 53.82 54.89 53.09 47.4 42.08 36.133.44 28.5 26.38 22.84 18.23 15.39 14.02 13.13 14.83 33 0 0 30 24 38.4241.76 40.12 37.14 32.74 29.12 24.93 23.94 21.19 21.97 21.59 18.86 16.9716.58 16.69 19.26 58 0 0 30 24 36.85 40.96 39.88 37.35 32.95 29.12 24.7123.2 20.01 19.66 18.21 15.19 13.23 12.53 12.22 14.09 90 0 0 23 110 34.537.69 34.41 28.85 22.75 18.7 15.16 14.42 12.76 13.83 14.16 12.39 11.0710.32 9.73 10.92 137 0 0 23 110 30.91 34.7 32.66 28.07 22.18 18.13 14.5413.47 11.53 11.6 10.92 8.99 7.71 7.03 6.57 7.46 58 0 0 15 50 39.4 44.5741.53 35.45 28.45 23.93 19.8 19.68 17.62 19.37 18.99 15.41 13.01 11.9111.19 12.68 137 0 0 15 50 32.43 38.61 38.39 35.2 28.88 24.19 19.8 18.2315.1 13.82 11.54 8.74 7.12 6.37 5.87 6.71 90 0 0 15 50 36.48 42.11 40.5235.88 29.32 24.79 20.62 19.89 17.37 17.51 15.91 12.65 10.6 9.61 8.9910.18 255 0 0 18 24 21.35 27.52 30.71 33.13 28.22 22.53 17.23 13.24 9.386.76 4.86 3.54 2.91 2.66 2.52 2.79 255 0 0 18 110 21.79 26.49 27.3725.91 20.98 16.92 13.3 11.3 8.82 7.4 5.9 4.45 3.68 3.32 3.1 3.48 255 0 010 50 21.53 27.12 29.45 29.98 24.99 20.31 16 13.16 9.85 7.6 5.67 4.173.44 3.11 2.94 3.26 137 0 0 23 24 31.59 37.73 38.89 38.19 33.2 28.3623.18 20.13 15.95 13.43 10.73 8.11 6.62 5.97 5.55 6.36 0 0 0 105 25514.09 13.5 11.76 9.19 6.42 4.32 2.99 2.43 2.19 2.26 2.7 3.89 7.83 15.6327.63 45.62 0 0 0 88 50 23.35 22.63 20.98 19.59 17.91 16.31 14.01 13.0711.4 11.82 12.49 12.43 12.73 14.87 19.07 24.98 58 0 0 58 255 15.47 15.1913.08 9.68 6.37 4.13 2.85 2.35 2.15 2.21 2.61 3.71 7.41 12.99 16.2519.53 0 0 0 54 12 32.01 32.63 31.23 30.14 28.79 27.17 24.11 22.35 19.619.81 20.7 20.97 21.88 26.07 34.57 45.17 0 0 0 77 12 23.4 22.93 21.7821.34 20.9 19.98 17.69 15.74 13.35 12.83 13.16 13.53 14.51 18.43 27.5340.54 17 0 0 47 50 33.11 34.6 31.66 27.67 23.17 20.02 16.81 16.69 15.1817.48 19.03 17.36 16.04 16.12 16.71 19.52 137 0 0 26 255 15.76 16.0514.06 10.38 6.74 4.3 2.9 2.35 2.11 2.16 2.52 3.32 5.21 6.8 6.93 8.05 1370 0 44 255 16.33 16.59 14.63 11.05 7.36 4.79 3.26 2.63 2.37 2.43 2.833.71 5.69 7.35 7.59 8.8 58 0 0 35 137 29.04 30.32 27.17 22.12 16.7212.73 9.4 7.94 6.71 7.33 8.87 9.92 11.09 11.56 11.4 13.01 0 0 0 44 25513.46 13.11 11.01 7.75 4.88 3.17 2.32 2.02 1.92 1.98 2.24 3.16 7.6220.43 39.52 58.48 0 0 0 35 137 29.34 29.62 25.87 20.52 15.26 11.52 8.467.21 6.16 7.04 9.28 11.7 15.26 17.89 18.95 21.78 17 0 0 26 255 15.0114.79 12.49 8.81 5.59 3.62 2.61 2.24 2.1 2.17 2.51 3.55 8.16 18.98 28.835.88 0 0 0 53 137 27.54 27.72 24.52 20 15.29 11.72 8.69 7.44 6.35 7.169.18 11.26 14.34 17.03 18.76 22.03 17 0 0 44 255 13.96 13.62 11.49 8.15.13 3.31 2.37 2.03 1.91 1.96 2.26 3.22 7.32 17.18 26.95 34.78 17 0 0 35137 28.91 29.64 26.28 21.16 15.94 12.17 9.04 7.77 6.66 7.49 9.49 11.2913.74 15.35 15.82 18.07 17 0 0 66 50 27.86 27.89 25.86 23.63 20.91 18.6415.88 15.19 13.44 14.38 15.13 14.33 13.85 14.83 16.68 20.2 0 0 0 0 561.48 71.86 73.34 71.25 67.13 63.8 60.2 61.09 60.12 66.2 70.5 68.4165.84 64.3 62.87 64.47 0 0 0 8 5 54.38 61.84 62.5 61.17 58.53 56.0452.49 51.8 49.34 52.17 54.71 54.07 53.68 55.68 58.88 63.24 7 0 0 0 1258.79 69.22 68.69 63.31 55.64 50.17 44.79 45.76 43.95 50.64 54.06 48.6243.87 41.13 39.04 41.54 0 0 0 41 5 37.37 39.01 38.13 37.71 37.1 35.8632.76 30.21 26.7 26.22 26.89 27.4 28.75 34.1 44.69 56.63 0 0 0 21 544.76 48.97 48.73 48.11 46.76 45.03 41.66 39.78 36.46 37.1 38.42 38.5839.46 43.83 51.34 59.41 7 0 0 21 12 43.85 47.93 46.74 44.39 40.87 37.7733.67 32.7 29.89 31.8 33.1 31.42 30.28 31.44 33.7 38.48 33 0 0 0 5046.47 53.75 48.65 39.36 30.37 25.24 20.95 21.66 20.24 24.77 26.51 21.7418.31 16.5 15.23 16.87 17 0 0 0 24 53.35 62.72 59.91 52.01 42.68 36.7231.35 32.23 30.41 36.32 38.79 32.97 28.5 26.05 24.25 26.45 17 0 0 8 2446.77 53.31 50.97 45.15 37.9 32.94 28.15 28.47 26.49 30.71 32.58 28.4325.15 23.7 22.85 25.37 0 0 0 0 24 55.08 63.85 59.98 51.15 41.69 35.8630.73 32.3 31.41 41.28 50.14 45.71 41.01 38.21 36.09 38.57 0 0 0 8 2449.19 55.15 51.82 45.13 37.64 32.76 28.11 28.99 27.67 34.7 40.85 38.1535.35 34.58 34.48 37.86 7 0 0 0 50 48.37 55.01 48.57 38.45 29.46 24.4820.38 21.58 20.8 28.12 34.27 29.62 25.53 23.29 21.67 23.69 0 0 0 8 1252.33 59.44 58.23 54.3 48.84 44.66 40.04 40.34 38.41 43.97 48.53 46.7544.97 45.41 46.78 50.84 7 0 0 0 24 54.59 63.43 59.71 51.07 41.55 35.6430.42 31.68 30.4 38.44 44.11 38.74 34.01 31.3 29.31 31.72 7 0 0 8 2448.97 55.47 52.41 45.85 38.34 33.35 28.59 29.21 27.58 33.31 37.18 33.4930.29 28.97 28.22 31.14 7 0 0 8 12 51.12 57.93 56.79 52.8 47.04 42.5337.57 37.33 34.82 38.77 41.1 37.96 35.35 34.7 34.72 38.16 205 0 0 0 25514.15 14.94 13.22 9.71 6.19 3.89 2.63 2.16 1.96 2 2.24 2.71 3.57 4.073.96 4.55 205 0 0 4 255 14.22 14.94 13.24 9.75 6.2 3.92 2.67 2.2 2 2.032.26 2.7 3.51 3.97 3.86 4.43 137 0 0 0 201 22.72 25 23.3 18.52 12.828.51 5.6 4.16 3.4 3.42 4.03 4.8 5.86 6.24 5.93 6.77 205 0 0 18 255 14.3615.07 13.37 9.97 6.48 4.18 2.9 2.38 2.15 2.2 2.46 2.94 3.84 4.4 4.324.93 205 0 0 10 255 14.57 15.4 13.67 10.12 6.52 4.17 2.87 2.34 2.12 2.172.43 2.93 3.87 4.46 4.36 4.98 137 0 0 10 201 22.1 24.15 22.42 17.8612.35 8.16 5.28 3.88 3.16 3.19 3.77 4.57 5.7 6.14 5.88 6.74 58 0 0 0 11038.85 43.22 38.13 30.13 22.77 18.38 14.77 14.42 13.06 15.28 16.81 15.0313.53 12.52 11.62 12.93 90 0 0 0 137 32.71 36.22 33.1 26.74 19.93 15.1711.36 9.69 8.18 8.7 9.85 10.09 10.29 9.98 9.32 10.46 90 0 0 4 137 32.0335.4 32.35 26.16 19.5 14.82 11.04 9.39 7.9 8.41 9.52 9.74 9.94 9.65 9.0310.16 90 0 0 0 255 17.01 17.17 14.84 10.7 6.86 4.35 2.93 2.37 2.15 2.222.67 3.82 7.26 11.21 12.1 13.74 90 0 0 4 255 17.13 17.3 14.93 10.8 6.934.41 3 2.45 2.22 2.29 2.74 3.88 7.29 11.26 12.17 13.83 58 0 0 0 20123.05 24.61 21.91 16.37 10.81 6.94 4.52 3.43 2.92 3.04 3.86 5.61 9.8413.71 14.21 16.11 137 0 0 4 255 16.49 17.02 14.93 11.03 7.15 4.56 3.082.48 2.22 2.28 2.68 3.56 5.58 7.23 7.32 8.37 90 0 0 0 201 24.29 26.0723.66 18.28 12.47 8.23 5.37 4 3.3 3.42 4.28 5.76 8.45 10.03 9.83 11.1590 0 0 4 201 23.22 24.94 22.71 17.6 12.04 7.95 5.21 3.89 3.21 3.32 4.155.58 8.23 9.85 9.72 11.03 137 0 0 4 201 22.51 24.71 23 18.3 12.67 8.45.47 4.03 3.27 3.31 3.93 4.77 5.95 6.37 6.07 6.96 0 0 0 4 255 14 13.9111.58 7.93 4.88 3.14 2.3 2 1.89 1.96 2.23 3.19 8.18 24.66 49.39 66.11 00 0 0 201 23.97 25.1 21.88 15.9 10.28 6.53 4.27 3.31 2.88 3.03 3.97 6.5416.54 39.7 58.78 66.51 7 0 0 0 255 14.51 14.4 12.01 8.16 5.01 3.23 2.372.08 1.97 2.03 2.3 3.26 8.3 23.57 41.01 51.07 0 0 0 4 201 23.52 24.5521.49 15.74 10.23 6.52 4.25 3.28 2.84 3 3.95 6.52 16.23 38.11 57.2866.22 7 0 0 4 255 14.82 14.68 12.28 8.45 5.22 3.37 2.47 2.17 2.06 2.122.41 3.4 8.51 23.42 40.39 50.67 7 0 0 0 201 24.1 25.19 22.08 16.17 10.556.73 4.41 3.39 2.94 3.12 4.08 6.64 15.75 33.22 43.8 49.19 0 0 0 18 25513.93 13.68 11.43 7.9 4.93 3.21 2.38 2.09 1.99 2.03 2.3 3.23 8.07 23.2646.78 66.05 0 0 0 18 201 22.12 22.66 19.85 14.81 9.83 6.31 4.11 3.152.73 2.87 3.76 6.18 14.74 32.75 50.84 62.85 7 0 0 18 255 14.75 14.4512.14 8.46 5.29 3.42 2.49 2.16 2.04 2.1 2.4 3.44 8.43 22.06 37.81 48.960 0 0 10 201 24.16 24.88 21.94 16.47 11.09 7.27 4.85 3.76 3.25 3.43 4.487.15 16.57 36.77 55.48 65.8 7 0 0 10 255 15 14.84 12.42 8.57 5.31 3.412.46 2.12 2.01 2.07 2.39 3.42 8.48 22.91 39.44 50.06 7 0 0 10 201 23.2124.04 21.08 15.65 10.33 6.62 4.32 3.3 2.83 3 3.94 6.33 14.54 29.7 40.0846.61 0 0 0 0 110 41.15 44.61 37.31 27.93 20.42 16.19 12.84 12.88 1215.84 20.37 19.81 18.88 17.86 16.69 18.41 0 0 0 4 110 39.68 42.87 36.0127.19 19.99 15.87 12.57 12.53 11.6 15.16 19.45 19.06 18.34 17.56 16.5718.33 7 0 0 0 110 40.91 44.56 37.37 28.1 20.55 16.32 12.96 13.01 12.115.84 20 19.17 18.08 17.07 15.96 17.57 0 0 0 4 137 34.03 36.03 30.7723.08 16.34 12.01 8.72 7.57 6.55 7.76 10.51 13.37 17.76 20.24 20.0722.25 7 0 0 0 137 32.99 35.48 30.39 22.7 15.98 11.66 8.42 7.28 6.27 7.399.95 12.51 16.32 18.21 17.71 19.64 7 0 0 4 137 33.77 35.9 30.83 23.2716.57 12.23 8.92 7.72 6.67 7.79 10.35 12.92 16.66 18.58 18.24 20.21 33 00 0 255 15.25 15.21 12.78 8.8 5.42 3.43 2.44 2.09 1.97 2.02 2.34 3.357.84 17.48 23.32 27.18 33 0 0 4 255 15.07 15.04 12.63 8.71 5.37 3.412.43 2.09 1.96 2.02 2.33 3.32 7.7 17.13 23.03 27.04 33 0 0 0 201 23.5524.96 21.95 16.13 10.47 6.65 4.32 3.32 2.85 3 3.85 5.9 11.97 19.67 21.8824.65 17 0 0 4 255 14.78 14.79 12.37 8.53 5.3 3.43 2.5 2.18 2.05 2.132.41 3.42 8.16 20.4 30.93 37.22 17 0 0 0 201 23.8 25.01 21.91 15.98 10.36.48 4.17 3.15 2.7 2.85 3.76 6.08 13.79 26.09 31.46 35.37 17 0 0 4 20123.29 24.56 21.54 15.83 10.3 6.5 4.18 3.16 2.7 2.85 3.77 6.08 13.6325.54 31.13 35.31 7 0 0 4 201 23.53 24.55 21.52 15.8 10.33 6.57 4.283.28 2.82 2.98 3.92 6.36 14.96 31.13 41.44 47.33 7 0 0 41 12 36.64 38.4737.06 35.55 33.39 31.13 27.57 25.96 23.04 23.6 24.39 23.77 23.72 26.230.68 37.1 33 0 0 30 50 36.32 39.12 35.68 30.52 24.91 21.18 17.64 17.6516.05 18.56 19.66 17.06 15.1 14.4 14.13 16.19 17 0 0 21 24 41.98 45.943.48 39.22 33.76 29.74 25.47 25.2 23.02 25.69 26.94 24.17 22.03 21.5821.73 24.75 90 0 0 23 137 30.84 33.05 30.2 25.06 19.2 14.86 11.22 9.578.09 8.62 9.84 10.2 10.5 10.38 9.92 11.21 33 0 0 8 50 43.31 48.68 44.0536.3 28.5 23.86 19.86 20.34 18.91 22.76 24.37 20.48 17.59 16.17 15.2317.01 33 0 0 8 137 32.62 34.6 30.17 23.32 16.92 12.58 9.19 7.85 6.7 7.639.82 11.7 14.03 14.9 14.44 16.12 58 0 0 15 137 32.23 34.13 30.45 24.4318.28 13.91 10.32 8.8 7.48 8.3 10.15 11.42 12.78 13.13 12.68 14.24 33 00 8 110 38.34 41.49 35.95 28.15 21.18 17.02 13.62 13.42 12.27 14.9417.35 16.11 14.94 14.09 13.28 14.77 58 0 0 15 110 35.92 39.07 34.6727.91 21.38 17.31 13.87 13.43 12.06 13.98 15.37 13.87 12.64 11.84 11.1712.54 7 0 0 21 24 43.4 47.04 44.5 40.05 34.6 30.64 26.38 26.37 24.3928.06 30.67 28.48 26.68 26.89 27.91 31.73 33 0 0 0 110 40.11 44.15 37.9529.21 21.76 17.45 14 13.85 12.69 15.61 18.18 16.68 15.27 14.19 13.1814.64 7 0 0 8 50 45.33 50.15 44.77 36.31 28.34 23.69 19.69 20.62 19.6125.67 30.53 26.89 23.68 22.15 21.18 23.49 17 0 0 0 110 40.39 44.15 37.3728.34 20.8 16.51 13.09 12.97 11.96 15.18 18.56 17.6 16.51 15.49 14.4815.97 33 0 0 0 137 33.65 36.34 31.55 24.04 17.17 12.67 9.25 7.92 6.787.76 9.95 11.74 13.94 14.6 13.98 15.54 17 0 0 8 110 38.71 41.58 35.7227.79 20.91 16.85 13.48 13.33 12.24 15.25 18.37 17.46 16.46 15.68 14.8216.43 17 0 0 8 50 43.81 48.85 43.9 35.93 28.09 23.5 19.54 20.3 19.1524.22 27.49 23.67 20.57 19.08 18.1 20.1 0 0 0 30 24 38.99 41.62 39.2235.66 31.32 28.01 24.21 24 22.1 25.33 28.22 27.35 26.7 28.43 31.68 37.17 0 0 30 50 37.86 40.1 36.27 30.93 25.41 21.8 18.33 18.61 17.27 20.9723.83 21.85 20.12 19.98 20.42 23.33 0 0 0 23 110 35.24 36.89 31.78 25.1319.2 15.55 12.47 12.32 11.34 14.33 17.77 17.59 17.2 17.01 16.7 18.76 7 00 23 137 31.39 32.58 28.45 22.32 16.47 12.44 9.21 7.99 6.9 7.94 10.3212.64 15.93 18.04 18.47 20.86 0 0 0 15 50 42.89 46.26 41.06 33.54 26.422.15 18.38 19.17 18.2 23.97 29.28 26.65 24.04 23.14 22.78 25.54 17 0 015 137 31.5 33.08 28.81 22.33 16.19 12.03 8.75 7.49 6.4 7.31 9.56 11.714.57 16.09 16.02 18 7 0 0 15 110 36.92 39.14 33.39 25.87 19.48 15.6412.5 12.36 11.35 14.35 17.71 17.21 16.55 16.01 15.42 17.23 90 0 0 18 25516.4 16.35 14.14 10.25 6.61 4.25 2.91 2.41 2.2 2.25 2.67 3.7 6.86 10.6211.63 13.35 33 0 0 18 255 14.13 13.97 11.65 8.06 4.94 3.14 2.27 1.951.85 1.9 2.15 3.05 6.96 15.43 21.22 25.44 58 0 0 10 255 15.16 15.0112.68 8.91 5.58 3.61 2.58 2.21 2.06 2.13 2.44 3.37 7.02 13.17 15.8118.32 33 0 0 23 137 30.6 31.81 28.07 22.26 16.57 12.55 9.29 7.96 6.787.64 9.64 11.3 13.36 14.34 14.23 16.06 0 255 0 105 255 15.4 14.29 11.267.96 5.38 3.91 2.94 2.62 2.4 2.69 3.65 5.56 10.57 18.99 30.66 47.55 0 400 88 50 23.94 22.96 20.96 18.98 16.75 14.93 12.71 12.2 10.91 12.01 13.2713.37 13.71 15.89 20.04 25.83 0 40 0 58 255 14.45 13.93 11.75 8.4 5.443.56 2.56 2.21 2.05 2.12 2.48 3.58 8.37 20.27 37.9 58.4 0 13 0 54 1233.3 33.95 32.05 30.21 27.92 25.77 22.65 21.64 19.44 20.78 22.51 22.8823.76 27.87 36.13 46.37 0 13 0 77 12 24.96 24.27 22.98 22.14 21.26 20.0517.67 16.12 13.92 13.86 14.47 14.89 15.9 19.89 28.99 41.94 0 13 0 47 5034.72 35.59 32.04 27.55 22.85 19.72 16.6 16.79 15.58 18.96 22.05 21.0720.14 20.98 22.7 26.54 0 13 0 26 255 14.01 13.75 11.37 7.8 4.81 3.13 2.32 1.91 1.97 2.24 3.18 7.91 22.86 45.79 65.23 0 13 0 44 255 14 13.4811.33 7.93 4.98 3.27 2.37 2.08 1.97 2.03 2.32 3.26 7.84 21.35 41.9162.13 0 13 0 35 137 29.63 30.07 26.11 20.47 15.11 11.41 8.39 7.28 6.277.28 9.66 12.05 15.62 18.33 19.42 22.28 0 255 0 44 255 16.64 15.61 11.877.84 5.05 3.56 2.68 2.42 2.23 2.51 3.51 5.65 12.4 25.89 42.52 59.26 0 930 35 137 30.31 30.21 25.28 19.26 14.09 10.81 8.16 7.48 6.65 8.26 11.4414.23 18.01 20.72 21.76 24.54 0 93 0 26 255 16.8 16.4 13.65 9.64 6.214.08 2.87 2.41 2.2 2.31 2.86 4.44 10.63 26.03 47.19 64.96 0 93 0 53 13728.87 28.58 24.41 19.21 14.45 11.32 8.66 7.96 7.09 8.68 11.69 14.1817.49 20.22 21.88 25.07 0 93 0 44 255 17.01 16.56 13.78 9.85 6.37 4.172.87 2.36 2.13 2.25 2.83 4.48 10.62 24.89 44.3 62.94 0 40 0 35 137 29.2529.65 25.26 19.5 14.26 10.75 7.95 6.98 6.07 7.23 9.79 12.36 16.06 18.8519.97 22.77 0 13 0 66 50 27.42 27.37 24.88 22.24 19.27 16.98 14.36 14.0112.64 14.34 16.01 15.72 15.63 17.35 20.54 25.43 0 6 0 0 5 60.9 71.1770.85 66.18 59.67 54.96 50.35 52.04 51.54 61.57 70.71 69.46 66.9 65.2963.87 65.33 0 6 0 8 5 53.52 60.73 60.02 56.73 52.05 48.41 44.14 44.4442.68 48.51 54.07 53.94 53.6 55.7 59.13 63.5 0 6 0 0 12 58.64 67.87 65.858.79 50.39 44.83 39.68 41.5 40.87 51.8 62.06 59.23 55.3 52.83 50.7752.93 0 6 0 41 5 36.4 37.78 36.44 35.29 33.8 32.03 28.75 26.96 24 24.5625.94 26.57 27.98 33.39 44.23 56.37 0 6 0 21 5 45.74 49.3 48.13 46.0643.14 40.44 36.57 35.64 33.04 35.73 38.76 39.33 40.38 45.04 53.13 61.480 6 0 21 12 44.5 48 45.92 42.46 38.14 34.75 30.66 30.45 28.41 32.3436.15 35.9 35.82 38.6 43.41 49.75 0 6 0 0 50 49.79 55.37 47.67 36.8827.85 22.98 19.04 20.38 19.86 28.26 36.9 32.6 28.3 25.88 24.15 26.3 0 60 0 24 55.34 62.84 57.86 48.31 38.76 33.13 28.28 30.01 29.45 40.04 50.6346.67 42.02 39.24 37.15 39.63 0 6 0 8 24 49.82 55.14 50.97 43.6 35.8731.02 26.55 27.67 26.68 34.54 42.02 39.62 36.81 35.94 35.74 39.07 0 24 00 24 54.05 59.95 52.75 41.76 32.16 26.84 22.5 24.27 24 35.33 49.46 46.441.67 38.81 36.63 39.08 0 24 0 8 24 49.56 53.91 48.25 39.46 31.26 26.4522.26 23.65 23.08 32.13 42.3 40.48 37.64 36.69 36.45 39.71 0 24 0 0 5049.28 53.84 45.47 34.56 25.79 21.17 17.45 18.82 18.44 27.08 37.09 33.2529 26.6 24.86 26.94 0 13 0 8 12 51.78 57.77 54.62 48.25 41.09 36.3131.72 32.91 31.92 40.41 48.92 47.92 46.15 46.49 47.79 51.67 0 13 0 0 2455.01 62.15 56.61 46.52 36.82 31.18 26.39 28.21 27.76 38.9 51.08 47.5942.99 40.23 38.12 40.5 0 13 0 8 24 47.91 53.03 48.7 41.06 33.28 28.4824.16 25.36 24.52 32.71 41.07 39.03 36.39 35.64 35.56 38.98 0 6 0 8 1252.11 58.46 56.25 50.92 44.39 39.77 35.06 35.89 34.49 41.73 48.34 4745.26 45.7 47.07 51.09 0 6 0 0 255 14.79 14.74 12.3 8.4 5.19 3.32 2.412.1 1.98 2.06 2.36 3.41 8.89 26.73 53.5 70.57 0 6 0 4 255 14.62 14.4112.01 8.23 5.11 3.33 2.46 2.16 2.06 2.12 2.41 3.41 8.61 25.86 52.3 70.240 6 0 0 201 24.24 25.27 21.98 15.95 10.37 6.64 4.37 3.41 2.96 3.14 4.146.79 16.9 40.18 59.88 67.8 0 6 0 18 255 14.4 14.22 11.87 8.21 5.12 3.322.44 2.14 2.03 2.1 2.37 3.35 8.38 24.13 48.09 67.24 0 6 0 10 255 14.2314.06 11.74 8.09 5.04 3.3 2.45 2.16 2.05 2.11 2.39 3.35 8.36 24.57 49.3467.65 0 6 0 10 201 22.41 23.16 20.14 14.79 9.73 6.28 4.18 3.28 2.85 3.013.91 6.27 15.06 34.93 53.91 64.42 0 6 0 0 110 40.16 43.56 36.12 26.8819.58 15.5 12.28 12.31 11.45 15.21 19.92 19.66 18.97 18.08 16.95 18.63 06 0 0 137 33.94 36.17 30.5 22.43 15.61 11.35 8.18 7.07 6.11 7.26 1012.97 17.63 20.2 19.82 21.86 0 6 0 4 137 33.62 35.48 30.07 22.34 15.711.46 8.27 7.15 6.17 7.32 10.05 12.95 17.41 19.94 19.72 21.86 0 24 0 0255 14.5 14.36 11.8 7.99 4.87 3.12 2.28 1.99 1.89 1.95 2.24 3.24 8.5326.12 52.95 69.95 0 24 0 4 255 14.65 14.39 11.91 8.11 5.02 3.28 2.442.15 2.04 2.11 2.39 3.4 8.61 25.69 51.87 69.83 0 24 0 0 201 24.16 24.8221.23 15.17 9.76 6.26 4.14 3.25 2.84 3.04 4.05 6.72 16.86 40.28 60.0167.88 0 13 0 4 255 14.68 14.52 11.99 8.17 5.01 3.22 2.35 2.05 1.96 2.022.3 3.32 8.66 25.98 52.49 70.65 0 13 0 0 201 24.07 24.79 21.41 15.47 106.36 4.12 3.17 2.73 2.91 3.93 6.64 16.7 39.7 59.36 67.3 0 13 0 4 20123.65 24.27 20.96 15.21 9.89 6.29 4.09 3.15 2.72 2.89 3.9 6.55 16.3438.27 57.95 67.17 0 6 0 4 201 23.61 24.33 21.09 15.34 9.96 6.34 4.123.18 2.75 2.92 3.88 6.49 16.26 38.44 58.12 67.24 0 255 0 4 255 17.0515.83 11.74 7.57 4.81 3.41 2.6 2.37 2.2 2.46 3.4 5.59 13.09 30.56 54.1970.62 0 160 0 0 201 24.67 23.78 18.42 12.43 8.03 5.56 3.95 3.45 3.073.67 5.52 9.07 19.87 42.02 60.28 67.61 0 160 0 0 255 17.61 16.97 13.529.13 5.77 3.87 2.8 2.42 2.23 2.4 3.03 4.78 11.75 30.17 55.69 71.66 0 1600 4 201 24.41 23.57 18.27 12.38 8.04 5.58 3.96 3.46 3.07 3.67 5.54 9.0919.62 40.52 58.28 66.52 0 160 0 4 255 17.34 16.78 13.38 9.1 5.75 3.862.78 2.41 2.23 2.37 3.01 4.72 11.54 29.44 54.14 70.32 0 93 0 0 201 25.3225.32 20.75 14.64 9.69 6.61 4.56 3.78 3.29 3.75 5.34 8.69 19.31 41.6859.95 67.35 0 255 0 18 255 17.38 16.34 12.32 8.13 5.24 3.72 2.8 2.532.34 2.64 3.67 5.91 13.19 28.65 47.58 63.45 0 160 0 18 201 23.3 22.4217.57 12.09 7.91 5.5 3.91 3.39 3.01 3.58 5.37 8.73 18.29 36.03 53.1164.24 0 160 0 18 255 16.94 16.32 13.13 9 5.77 3.92 2.87 2.5 2.32 2.463.09 4.77 11.31 27.63 49.98 67.4 0 160 0 10 201 23.77 22.93 17.83 12.127.89 5.5 3.95 3.46 3.09 3.66 5.46 8.88 18.91 38.23 55.66 65.37 0 160 010 255 16.87 16.28 13 8.8 5.58 3.76 2.73 2.38 2.2 2.34 2.95 4.6 11.1628.1 51.6 68.6 0 93 0 10 201 24.12 24.01 19.69 13.98 9.25 6.28 4.3 3.533.06 3.47 4.96 8.1 17.83 37.09 54.26 63.75 0 58 0 0 110 39.22 41.1433.02 24.14 17.52 13.94 11.14 11.46 10.9 15.32 21.36 21.4 20.59 19.618.44 20.09 0 58 0 4 110 39.18 40.75 32.8 24.12 17.54 13.96 11.12 11.4610.9 15.35 21.29 21.32 20.56 19.7 18.65 20.35 0 40 0 0 110 40.05 42.5134.55 25.5 18.58 14.82 11.82 12.07 11.4 15.64 21.12 20.89 19.99 18.9717.8 19.48 0 93 0 4 137 33.62 34.31 27.79 20.2 14.3 10.79 8.09 7.49 6.718.62 12.44 15.8 20.38 22.77 22.48 24.55 0 58 0 0 137 34.64 35.98 29.4321.42 15.13 11.34 8.46 7.72 6.87 8.6 12.11 15.33 19.87 22.18 21.73 23.750 58 0 4 137 33.62 34.41 28.18 20.6 14.53 10.86 8.05 7.28 6.44 8.0111.29 14.37 18.77 21.11 20.85 22.96 0 58 0 0 255 15.37 15 12.3 8.34 5.153.36 2.46 2.16 2.04 2.11 2.45 3.57 9.21 26.96 53.73 70.86 0 58 0 4 25515.43 15.04 12.38 8.48 5.32 3.51 2.61 2.31 2.18 2.25 2.57 3.69 9.3126.65 52.63 70.44 0 40 0 0 201 23.88 24.34 20.61 14.61 9.35 5.99 3.943.09 2.69 2.89 3.97 6.68 16.78 39.75 59.26 67.15 0 93 0 4 255 17.0516.63 13.64 9.52 6.04 3.97 2.83 2.41 2.23 2.35 2.86 4.42 10.93 28.453.25 70.24 0 58 0 0 201 24.98 25.21 21.16 15.05 9.81 6.43 4.3 3.43 2.973.25 4.5 7.55 18.11 41.2 60.58 68.4 0 58 0 4 201 24.01 24.05 20.18 14.379.37 6.17 4.13 3.29 2.86 3.12 4.29 7.15 17.01 38.36 57.2 66.08 0 93 0 4201 26.44 26.12 21.46 15.27 10.18 6.96 4.8 3.96 3.43 3.91 5.57 9.0419.73 41.16 59.2 67.46 0 6 0 41 12 37.39 38.74 37 34.96 32.38 29.9826.52 25.44 23.01 24.63 26.58 26.79 27.49 31.44 38.87 47.69 0 6 0 30 5038.91 40.86 36.61 30.88 25.09 21.43 17.98 18.48 17.38 21.84 25.74 24.0822.46 22.54 23.29 26.56 0 6 0 21 24 43.4 46.87 43.67 38.6 32.87 28.8924.84 25.23 23.73 28.78 33.4 32.23 31 32.06 34.24 38.86 0 6 0 23 13731.92 33.04 28.78 22.58 16.7 12.64 9.36 8.09 7 8.07 10.59 13.2 17.1219.79 20.44 23.04 0 6 0 8 50 45.75 50.17 44.11 35.36 27.47 22.95 19.1320.2 19.46 26.42 33.1 29.9 26.69 25.2 24.3 26.74 0 24 0 8 137 33.3534.68 29.46 22.27 16.01 11.97 8.84 7.79 6.8 8.15 11.07 14 18.31 20.8420.84 23.05 0 13 0 15 137 32.23 33.4 28.78 22.15 16.15 12.12 8.91 7.766.72 7.88 10.59 13.36 17.49 20.12 20.45 22.85 0 13 0 8 110 39.26 41.6635 26.74 19.93 16.01 12.83 12.88 12.01 15.67 20.02 19.7 19.02 18.33 17.519.28 0 6 0 15 110 37.41 39.45 33.57 26.06 19.63 15.83 12.67 12.6 11.6714.96 18.91 18.77 18.35 17.96 17.39 19.32 0 13 0 21 24 43.17 46.01 42.3436.78 30.84 26.89 22.96 23.51 22.22 27.66 32.91 31.84 30.6 31.61 33.7438.34 0 13 0 0 110 40.59 43.62 36.05 26.83 19.6 15.54 12.33 12.38 11.5715.43 20.25 19.96 19.22 18.3 17.17 18.82 0 24 0 8 50 44.96 48.49 41.5332.4 24.69 20.43 16.9 18.03 17.5 24.83 32.97 30.16 26.93 25.41 24.4626.86 0 24 0 0 110 40.28 42.9 35.25 26.18 19.18 15.3 12.23 12.41 11.6815.75 20.77 20.36 19.45 18.47 17.31 18.95 0 24 0 0 137 34.57 36.4 30.4922.5 15.86 11.71 8.58 7.55 6.59 7.96 11.01 14.14 18.82 21.34 20.95 22.990 24 0 8 110 38.76 40.82 33.79 25.44 18.79 15.04 12 12.12 11.36 15.1819.98 19.87 19.23 18.53 17.69 19.51 0 13 0 8 50 45.01 48.88 42.34 33.4325.68 21.34 17.72 18.8 18.17 25.26 32.66 29.67 26.44 24.95 24.01 26.47 024 0 30 24 39.17 40.88 36.97 31.76 26.38 22.83 19.32 19.78 18.65 23.5628.65 28.25 27.65 29.33 32.46 37.72 0 24 0 30 50 37.9 39.14 34.2 27.9322.12 18.63 15.48 16.13 15.34 20.38 25.49 24.12 22.54 22.56 23.2 26.33 058 0 23 110 35.94 36.42 30.25 23.29 17.59 14.31 11.59 11.77 11.1 14.8419.6 19.79 19.42 19.17 18.83 20.87 0 58 0 23 137 31.31 31.53 26.51 20.1914.73 11.2 8.39 7.55 6.65 8.13 11.21 14.09 18.08 20.62 21.21 23.79 0 400 15 50 41.41 43.11 36.47 28.44 21.76 18.04 14.91 15.85 15.36 21.8 29.3327.51 25.06 24.2 23.87 26.51 0 40 0 15 137 32.56 33 27.86 21.11 15.2811.5 8.53 7.57 6.61 8.01 11.02 13.95 18.1 20.59 20.86 23.26 0 40 0 15110 38.47 40.17 33.73 26.01 19.61 15.89 12.81 12.95 12.16 15.96 20.5520.47 19.95 19.48 18.87 20.85 0 24 0 18 255 15.18 14.98 12.47 8.68 5.443.52 2.55 2.2 2.07 2.14 2.49 3.59 8.98 24.98 48.52 67.21 0 58 0 18 25515.78 15.57 12.92 9 5.67 3.68 2.63 2.25 2.08 2.17 2.58 3.86 9.67 25.8849.15 67.46 0 40 0 10 255 15 14.82 12.26 8.42 5.24 3.42 2.49 2.17 2.042.12 2.46 3.54 8.94 25.51 50 67.77 0 24 0 23 137 31.12 31.86 27.33 21.0515.37 11.59 8.59 7.53 6.55 7.75 10.35 12.95 16.81 19.37 20.01 22.62 0255 0 105 0 21.14 19.19 14.83 10.8 7.8 6.23 5.01 5.36 5.24 8.4 14.6216.91 18.29 22.42 32.56 49.33 0 40 0 88 0 22.54 21.68 20.28 19.49 18.5317.37 15.21 13.9 12.03 12.13 12.92 13.57 14.83 19.39 31.26 50.93 0 255 058 50 25.94 23.71 17.26 11.75 8.13 6.39 5.13 5.63 5.63 9.98 20.64 23.8723.81 24.94 27.1 31.01 0 13 0 54 0 32.24 33.05 31.82 31.17 30.32 29.0726.19 24.14 21.22 21.17 22.19 23.13 24.93 31.29 45.83 63.59 0 13 0 77 024.9 24.29 23.15 22.83 22.55 21.8 19.59 17.5 14.98 14.38 14.8 15.44 16.821.79 34.54 54.57 0 40 0 47 12 34.89 35.61 32.48 28.68 24.6 21.69 18.5518.65 17.38 21.09 25.22 25.87 26.6 30.53 38.06 47.23 0 255 0 26 13725.41 23.34 16.68 11.06 7.43 5.67 4.45 4.61 4.46 7.07 13.44 17.79 22.0324.63 25.32 27.77 0 255 0 44 137 24.76 22.77 16.52 11.08 7.5 5.74 4.494.65 4.47 7.05 13.13 17.11 20.91 23.58 24.85 27.71 0 93 0 35 50 36.3236.24 29.7 22.89 17.46 14.48 11.96 12.77 12.48 18.31 26.33 26.21 24.9225.12 26 29.2 0 255 0 44 0 25.32 22.68 15.7 10.2 6.84 5.31 4.27 4.724.76 9.1 23.78 33.16 36.19 41.84 53.74 67.57 0 93 0 35 0 37.4 37.3231.04 24.31 18.78 15.71 13.05 13.95 13.73 20.71 32.43 36.23 38.27 44.657.39 70.41 0 255 0 26 12 26.65 23.94 16.49 10.73 7.21 5.64 4.56 5.045.1 9.72 25.98 36.66 38.57 41.2 45.64 51.62 0 93 0 53 0 32.89 32.1927.47 22.27 17.71 14.97 12.47 13.09 12.66 17.89 25.44 27.84 29.69 35.6749.03 65.11 0 255 0 44 12 25.39 22.74 15.85 10.34 6.94 5.41 4.36 4.84.85 9.19 23.21 31.04 32.81 36.2 42.36 50.1 0 93 0 35 12 36.78 36.4230.16 23.46 18.01 14.99 12.4 13.27 13.04 19.65 30.2 32.51 33.04 36.2642.02 49.26 0 40 0 66 12 27.49 27 24.9 22.86 20.55 18.61 16.07 15.52 1415.58 17.54 18.17 19.2 23.31 32.2 43.99 0 6 0 0 0 62.37 73.65 75.5273.94 70.59 67.89 65.03 66.32 66.23 73.32 79.64 80.27 79.82 79.6 79.1879.32 0 6 0 8 0 54.39 62 62.67 61.79 59.8 57.83 54.8 54.11 51.9 54.7958.07 59.12 60.47 64.76 71.15 76.05 0 13 0 0 5 59.36 69.35 67.65 61.2453.44 48.29 43.47 45.62 45.53 57.88 70.86 70.53 68.06 66.46 65.06 66.350 6 0 41 0 37.68 39.93 39.11 38.88 38.55 37.55 34.59 31.94 28.39 27.8828.79 29.83 31.88 38.74 52.99 68.17 0 6 0 21 0 47.01 51.67 51.45 50.8449.69 48.18 45.03 43.13 39.93 40.74 42.52 43.61 45.53 51.72 62.82 72.720 13 0 21 5 44.89 48.88 47.09 44.02 40.05 36.9 32.97 32.75 30.75 34.9339.32 39.92 40.68 44.92 52.37 60.3 0 40 0 0 24 51.26 57.21 49.09 37.728.3 23.28 19.25 20.98 20.86 32.42 49.14 47.27 42.77 39.97 37.89 40.22 024 0 0 12 55.87 63.85 58.52 48.58 38.93 33.3 28.52 30.61 30.55 43.8260.61 59.46 55.52 52.95 50.93 52.99 0 24 0 8 12 49.84 55.21 50.81 43.2235.46 30.7 26.32 27.72 27.12 36.71 47.84 47.51 45.78 46.14 47.51 51.47 024 0 0 0 59.32 68.16 65.19 57.54 49.06 43.72 38.91 41.44 41.85 57.0376.65 80.18 79.68 79.19 78.63 78.7 0 24 0 8 0 53.29 59.29 56.67 51.0144.59 40.23 35.81 37.11 36.4 46.18 57.79 60.37 61.65 65.64 71.85 76.75 040 0 0 5 56.34 63.42 56.81 46.13 36.37 30.89 26.34 28.58 28.84 43.967.56 70.41 67.88 65.91 64.31 65.59 0 13 0 8 0 54.25 61.11 60.21 56.8452.24 48.72 44.63 45.25 43.96 51.08 58.67 60.46 61.7 65.74 71.97 76.7 024 0 0 5 58.55 66.53 62.44 53.59 44.48 38.92 34.03 36.37 36.52 51.0169.71 70.87 68.4 66.66 65.16 66.46 0 24 0 8 5 51.99 58.18 54.58 47.840.5 35.83 31.32 32.75 32.14 42.33 54.4 55.68 55.32 57.28 60.68 65.05 013 0 8 5 53 59.58 57.7 53.04 47.16 42.99 38.59 39.46 38.31 46.21 54.4654.93 54.62 56.66 60.13 64.48 0 255 0 0 201 21.56 19.76 13.98 8.83 5.644.12 3.15 3.02 2.81 3.73 6.55 10.79 21.6 42.01 59.21 66.88 0 255 0 4 20121.47 19.8 13.99 8.99 5.83 4.31 3.33 3.2 3 3.97 6.87 11.22 21.94 41.4358.44 67.05 0 160 0 0 137 30.92 30.16 22.83 15.74 10.8 8.19 6.24 6.15.66 8.03 13.02 16.9 21.66 24.05 23.61 25.58 0 255 0 18 201 21.18 19.4613.92 8.97 5.83 4.27 3.28 3.13 2.92 3.88 6.69 10.84 20.72 37.29 53.0363.83 0 255 0 10 201 21.66 19.78 14.07 9.03 5.86 4.31 3.31 3.16 2.973.88 6.67 10.94 21.32 39.4 55.72 65.37 0 160 0 10 137 30.75 29.57 22.6215.81 10.95 8.3 6.32 6.17 5.71 8.07 12.95 16.75 21.3 23.77 23.83 26.12 058 0 0 50 45.62 48.29 38.82 28.39 20.74 16.88 13.82 15.06 14.93 23.4336.13 33.61 29.49 27.12 25.41 27.54 0 93 0 0 110 38.93 40.41 32.1 23.2416.69 13.23 10.49 10.81 10.28 14.62 20.71 20.74 19.88 18.88 17.73 19.410 93 0 4 110 39.22 40.26 32.25 23.67 17.2 13.72 10.96 11.29 10.75 15.1721.2 21.2 20.33 19.4 18.34 20.1 0 255 0 0 110 29.11 27.19 19.1 12.598.47 6.55 5.18 5.69 5.68 10.27 21.8 25.37 25.05 24.15 23.07 24.74 0 2550 4 110 29.02 26.94 19.09 12.63 8.55 6.62 5.27 5.75 5.74 10.2 21.2424.57 24.26 23.51 22.57 24.35 0 160 0 0 50 38.22 37.37 27.06 18.37 12.7410.02 8.03 8.9 8.94 16.02 33.05 34.86 31.2 28.78 27.03 29.03 0 255 0 4137 27.18 25.26 18.07 11.98 8.05 6.15 4.81 4.98 4.8 7.62 14.41 19.2124.05 26.53 26.4 28.46 0 160 0 0 110 34.7 34.03 25.15 17.28 12 9.36 7.397.88 7.68 12.36 20.99 22.18 21.42 20.4 19.2 20.84 0 160 0 4 110 34.9934.42 25.76 17.94 12.59 9.88 7.84 8.4 8.2 13.15 22.05 23.27 22.55 21.6320.55 22.24 0 160 0 4 137 31.21 30.5 23.11 16.01 10.97 8.29 6.31 6.225.78 8.26 13.31 17.05 21.58 23.9 23.62 25.69 0 255 0 4 0 28.57 25.4817.02 10.79 7.13 5.55 4.5 4.99 5.09 10.1 32.26 58.14 66.51 69.94 73.2276.25 0 160 0 0 0 40.22 38.7 27.4 18.19 12.46 9.79 7.85 8.81 8.98 17.5550.21 75.94 79.91 79.7 78.95 78.97 0 255 0 0 5 28.58 25.48 16.93 10.62 75.42 4.35 4.85 4.95 9.96 32.22 58.18 64.3 64.14 63.07 64.83 0 160 0 4 038.98 37.39 26.66 17.79 12.23 9.61 7.7 8.61 8.77 16.93 45.88 66.37 70.1272.5 75.68 78.11 0 255 0 4 5 28.35 25.17 16.74 10.55 6.95 5.39 4.34 4.814.92 9.82 30.99 53.18 58.41 59.84 61.17 64.35 0 160 0 0 5 39.92 38.4627.3 18.17 12.49 9.84 7.9 8.83 9.01 17.34 47.34 67.03 67.76 66.1 64.4465.74 0 255 0 18 0 26.39 23.38 15.64 9.87 6.48 4.99 3.99 4.43 4.5 9.0227.41 44.03 49.15 54.57 63.62 72 0 160 0 18 0 34.9 33.34 24.54 16.9111.89 9.44 7.61 8.43 8.49 15.51 35.62 46.17 49.07 54.71 64.85 73.76 0255 0 18 5 27.32 24.42 16.54 10.58 7.04 5.48 4.43 4.9 4.97 9.69 28 43.0546.71 50.38 56.21 62.83 0 160 0 10 0 36.36 34.93 25.26 17.13 11.91 9.457.64 8.47 8.58 15.98 40 54.77 58.12 62.59 69.62 75.42 0 255 0 10 5 26.523.51 15.58 9.77 6.45 5.01 4.05 4.49 4.58 9.04 28.24 47.04 51.63 54.4358.14 63.03 0 160 0 10 5 36.45 35.06 25.36 17.18 11.95 9.45 7.63 8.478.57 15.9 38.86 51.2 52.76 55.16 59.02 63.95 0 58 0 0 0 54.84 59.3650.62 38.88 29.34 24.25 20.19 22.31 22.75 38.46 70.82 80.59 80.86 80.479.67 79.6 0 58 0 4 0 52.26 56.17 48.23 37.54 28.71 23.91 19.98 21.8922.15 36.05 62.53 70.36 71.47 73.58 76.5 78.61 0 58 0 0 5 53.26 58.4449.69 37.99 28.5 23.49 19.51 21.52 21.83 36.41 64.97 70.87 68.79 67.0765.51 66.76 0 93 0 4 0 47.24 48.28 37.85 27.15 19.65 15.9 13.01 14.4514.69 26.15 56.79 70.37 72.38 74.6 77.16 78.92 0 93 0 0 5 48.83 50.8139.43 28.01 20.15 16.27 13.26 14.76 15.03 26.95 58.67 69.87 68.35 66.3864.64 65.92 0 93 0 4 5 45.85 47.66 37.11 26.32 18.78 15.03 12.17 13.5413.71 24.66 52.01 61.04 60.48 60.56 61.32 64.03 0 255 0 0 24 29.86 26.9418.18 11.6 7.68 5.93 4.74 5.28 5.38 10.65 30.93 45.48 45.05 43.01 41.1743.25 0 255 0 4 24 28.68 25.96 17.56 11.2 7.38 5.67 4.5 5.04 5.13 10.229.26 42.24 42.08 40.77 39.73 42.2 0 160 0 0 24 38.74 37.58 26.65 17.6712.09 9.48 7.58 8.45 8.54 16.1 39.01 46.54 43.28 40.55 38.42 40.59 0 2550 4 12 28.63 25.64 17.18 10.86 7.11 5.49 4.38 4.89 4.98 10.04 30.5948.71 51.16 51.06 50.94 53.72 0 160 0 0 12 39.64 38.67 27.52 18.35 12.639.93 7.98 8.91 9.05 17.21 44.42 57.85 56.04 53.5 51.36 53.32 0 160 0 412 37.78 36.44 26.02 17.37 11.88 9.3 7.42 8.29 8.41 16.02 40.29 51.6450.59 49.54 49.04 51.88 0 160 0 4 5 38.26 36.85 26.4 17.7 12.19 9.597.68 8.57 8.72 16.63 43.17 58.75 59.74 60.09 61 63.84 0 13 0 41 5 37.2739.06 37.3 35.32 32.88 30.59 27.15 26.06 23.63 25.48 27.95 28.78 30.1835.66 46.51 58.31 0 40 0 30 24 38.8 40.6 35.9 29.8 23.99 20.41 17.0617.7 16.83 22.46 29.05 28.91 28.24 29.9 33.06 38.41 0 24 0 21 12 43.5947.41 43.81 38.22 32.27 28.27 24.23 24.86 23.64 30.01 37.09 37.33 37.0839.67 44.34 50.7 0 93 0 23 110 35.95 36.72 30.32 23.09 17.24 13.89 11.1511.38 10.76 14.68 19.73 19.93 19.52 19.25 18.87 20.94 0 40 0 8 24 47.1951.65 44.62 35.07 26.88 22.35 18.55 19.91 19.55 28.9 41.5 40.28 37.2536.11 35.69 38.89 0 93 0 8 24 42.38 43.23 33.51 23.95 17.24 13.89 11.2812.43 12.45 21.14 39.05 41.34 38.79 37.68 37.23 40.23 0 93 0 15 50 40.1340.49 32.34 24.09 17.96 14.73 12.13 13.13 12.97 19.98 30.92 30.39 27.9727.01 26.6 29.2 0 58 0 8 24 45.25 48.12 40.03 30.32 22.69 18.63 15.3516.63 16.45 25.65 40.29 40.26 37.51 36.5 36.16 39.4 0 58 0 15 50 40.5142.33 34.96 26.61 20.04 16.53 13.66 14.61 14.27 20.98 29.9 28.38 25.8624.89 24.49 27.17 0 24 0 21 5 44.93 48.38 45.5 40.94 35.74 32.04 2828.43 27.03 32.96 39.58 40.67 41.54 45.97 53.75 61.95 0 58 0 0 24 49.1452.86 43.13 31.66 23.1 18.74 15.36 16.87 16.89 27.76 46.93 46.5 42.0639.25 37.12 39.52 0 40 0 8 5 50.23 55.28 49.88 41.37 33.26 28.44 24.1925.82 25.56 36.9 52.84 55.12 54.63 56.21 59.09 63.3 0 58 0 0 12 51.7956.43 47.15 35.4 26.22 21.45 17.69 19.49 19.64 32.58 56.83 59.3 55.6253.05 50.94 53.08 0 93 0 0 24 44.83 45.84 34.75 24.17 17.05 13.58 10.9512.18 12.28 21.85 44.08 47.06 43.06 40.32 38.2 40.48 0 58 0 8 12 47.5751.08 43.31 33.37 25.19 20.73 17.08 18.58 18.45 29.13 46.58 48.44 46.7946.99 48.23 52.05 0 40 0 8 12 49.62 54.53 48.43 39.36 30.98 26.1 21.8723.46 23.1 33.81 48.21 48.71 46.91 47.17 48.41 52.28 0 24 0 30 0 41.3744.17 42.06 39.09 35.54 32.67 28.99 28.69 26.78 30.64 35.23 36.84 38.8545.47 58.34 70.73 0 40 0 30 5 39.83 41.96 38.38 33.58 28.53 25.06 21.4721.97 20.85 26.49 33.12 34.54 35.75 40.73 50.08 59.9 0 58 0 23 0 41.8344.07 38.93 32.12 25.83 21.96 18.41 19.46 18.91 27.03 38.9 42.27 44.3250.5 62.05 72.46 0 93 0 23 5 40.07 40.29 32.75 24.67 18.45 15.11 12.3813.45 13.34 21.48 36.75 41.09 42.21 46.41 53.93 61.8 0 40 0 15 0 47.2751.24 47.17 40.71 34.1 29.85 25.72 26.9 26.22 35.38 47.49 50.59 52.3757.88 67.36 75.17 0 93 0 15 12 42.39 42.87 34.13 25.05 18.37 14.92 12.1613.33 13.33 22.27 40.32 44.56 44.15 45.66 48.53 53.23 0 58 0 15 5 45.0147.59 41.07 32.7 25.37 21.19 17.6 18.93 18.67 28.34 43.26 46.23 46.6449.88 55.55 61.77 0 255 0 18 110 27.57 25.28 17.82 11.71 7.91 6.13 4.895.32 5.29 9.35 19.69 22.97 22.87 22.43 21.83 23.72 0 255 0 18 24 27.3224.59 16.69 10.73 7.15 5.55 4.46 4.93 5 9.67 26.34 36.35 36.75 37.238.36 41.96 0 255 0 10 50 28.58 25.82 17.56 11.3 7.49 5.79 4.62 5.135.21 10.1 26.23 33.13 31.55 30.27 29.4 31.57 0 93 0 23 24 38.58 38.8531.21 23.35 17.37 14.25 11.68 12.65 12.5 19.65 31.99 33.53 32.53 33.4135.33 39.67 0 255 255 105 0 4.42 3.3 3.09 3.58 6.07 7.8 6.62 7.1 6.9410.62 17.54 20 21.39 25.53 35.56 52.25 0 40 15 88 0 13.74 11.57 10.8211.8 15.07 16.39 14.5 13.25 11.42 11.54 12.32 12.94 14.17 18.62 30.4550.5 0 255 15 58 0 17.38 14.49 11.21 8.75 6.81 5.53 4.47 4.9 4.92 9.0121.12 27.42 29.69 34.88 46.94 63.19 0 13 5 54 0 25.13 23.63 22.69 23.5926.97 28.61 26.05 24.05 21.16 21.19 22.36 23.35 25.26 31.79 46.63 64.7 013 5 77 0 19.08 17.58 16.72 17.46 19.74 20.42 18.39 16.35 13.89 13.2813.68 14.32 15.71 20.7 33.77 54.48 0 40 5 47 0 25.9 24.29 22.61 22.4723.74 23.42 20.48 20.27 18.73 21.91 25.86 27.38 29.32 35.94 50.54 67.080 255 5 26 0 22.15 18.89 13.45 9.22 6.45 5.09 4.12 4.56 4.62 8.93 25.8539.8 44.15 49.99 60.86 71.57 0 255 5 44 0 21.66 18.55 13.37 9.26 6.545.18 4.19 4.61 4.65 8.76 23.07 32.37 35.5 41.28 53.47 67.65 0 93 5 35 027.07 24.54 21.24 18.55 16.37 14.29 11.78 12.68 12.47 19.35 31.67 35.8538.16 44.77 57.87 70.79 0 255 255 44 0 3.72 2.65 2.58 2.92 4.96 6.355.32 5.89 5.94 10.79 25.74 34.97 38.16 43.58 54.67 67.76 0 93 37 35 012.61 9.67 8.92 10.05 14.61 16.78 14.39 15.44 15.16 22.44 34.32 38.0140.05 46.22 58.66 71.34 0 255 37 26 0 13.49 10.4 8.64 7.75 7.2 6.21 5.035.58 5.64 10.72 28.13 40.67 44.75 50.46 60.88 71.38 0 93 37 53 0 11.468.77 8.02 9.16 13.55 15.64 13.42 14.13 13.66 19.08 26.84 29.24 31.0536.98 50.25 66.08 0 255 37 44 0 12.93 10.03 8.34 7.62 7.14 6.19 5.055.55 5.6 10.31 25.22 34.39 37.46 43.19 55.03 68.36 0 93 15 35 0 19.9716.85 15.14 14.95 16.19 15.6 13.05 14.03 13.78 20.93 32.92 36.71 38.8345.17 58.1 71.21 0 40 5 66 0 21.95 20.1 18.81 18.96 20.34 20.24 17.816.91 15.08 16.17 17.9 18.82 20.37 25.92 39.59 59.21 0 6 2 0 0 52.4958.37 59.2 60.06 63.66 66.96 65.05 66.51 66.48 73.51 79.8 80.56 80.2580.2 79.87 79.97 0 6 2 8 0 47.94 52.54 52.74 53.51 56.22 57.99 55.3954.86 52.74 55.99 59.51 60.59 61.94 66.13 72.47 77.26 0 13 2 0 0 50.6855.39 54.82 53.75 54.61 54.97 51.34 53.6 53.85 65.89 78.76 80.77 80.4580.28 79.96 79.94 0 6 2 41 0 33.89 34.45 33.64 34.38 36.71 37.63 34.9632.39 28.88 28.39 29.3 30.36 32.44 39.35 53.74 69.07 0 6 2 21 0 40.0342.47 42.17 43.12 46.06 47.53 44.78 42.94 39.73 40.57 42.5 43.68 45.7752.3 63.99 74.19 0 13 2 21 0 39.82 41.52 40.36 39.93 40.9 40.96 37.5636.82 34.4 37.7 41.8 43.34 45.41 51.92 63.65 73.89 0 40 2 0 0 47.8751.03 47.01 41.57 37.22 33.92 29.36 31.89 32.34 48.91 75.57 81.72 81.6781.34 80.98 80.94 0 24 2 0 0 49.68 53.96 51.59 47.92 45.41 43.46 39 41.642.01 57.39 77.52 81.34 81.06 80.78 80.39 80.32 0 24 2 8 0 44.9 47.4845.48 43.16 41.84 40.2 36.12 37.49 36.81 46.65 58.53 61.27 62.6 66.5972.75 77.28 0 24 8 0 0 32.28 31.1 29.82 30.9 37.59 42.81 39.26 41.9942.42 57.82 78.09 81.99 81.77 81.56 81.24 81.18 0 24 8 8 0 30.22 28.6827.38 28.58 34.81 39.21 35.88 37.34 36.68 46.51 58.4 61.18 62.56 66.7473.17 77.86 0 40 8 0 0 30.87 28.68 26.7 27.02 31.28 33.16 29.27 31.832.26 48.53 75.14 81.46 81.39 81.06 80.67 80.58 0 13 5 8 0 35.75 35.7834.98 36.55 42.93 47.58 44.61 45.3 43.96 50.81 58.22 60.06 61.52 65.9372.65 77.65 0 24 5 0 0 38.59 38.88 37.32 37.26 40.89 42.92 38.96 41.5942.01 57.18 76.96 80.79 80.64 80.51 80.27 80.35 0 24 5 8 0 36.56 36.1934.46 34.44 37.59 39.04 35.24 36.71 36.07 46.23 58.52 61.41 62.89 67.1273.51 78.3 0 13 2 8 0 45.53 48.26 47.25 46.64 47.74 48 44.44 45.02 43.6350.47 57.99 59.9 61.43 65.94 72.79 77.8 0 255 2 0 0 25.38 21.86 14.439.05 5.96 4.6 3.71 4.12 4.21 8.65 31.2 64.01 76.2 78.41 78.62 79.37 0255 2 4 0 27.1 23.97 16.32 10.52 7.02 5.43 4.35 4.85 4.95 10.09 32.5757.9 66.12 69.82 73.43 76.63 0 160 2 0 0 36.09 33.67 24.81 17.38 12.439.86 7.87 8.85 9.03 17.83 51.34 77.3 81.23 81.04 80.31 80.27 0 255 2 180 26.16 23.14 16.14 10.66 7.25 5.66 4.55 5.05 5.13 10.07 29.38 46.2651.51 56.99 65.94 74.04 0 255 2 10 0 26.48 23.46 16.25 10.64 7.24 5.664.57 5.07 5.16 10.11 31.12 52.85 59.56 64.21 70.52 75.82 0 160 2 10 033.4 31.11 23.31 16.6 12.02 9.58 7.66 8.55 8.67 16.55 41.77 56.81 60.1164.43 71.3 76.64 0 58 2 0 0 45.2 46.52 40.94 34.35 29.05 25.37 21.3523.51 23.92 39.51 71.33 80.82 81.01 80.43 79.75 79.56 0 93 2 0 0 41.3340.88 33.02 25.26 19.5 16.12 13.17 14.68 14.98 27.29 63.13 80.06 81.4180.96 80.33 80.15 0 93 2 4 0 40.16 39.31 32.13 25.02 19.63 16.36 13.414.86 15.09 26.68 57.06 70.2 72.15 74.35 77.51 79.77 0 255 8 0 0 22.0818.54 13.36 9.39 6.72 5.34 4.31 4.79 4.9 9.91 33.73 66.43 77.5 79.0878.95 79.47 0 255 8 4 0 22.15 18.63 13.41 9.33 6.63 5.25 4.23 4.69 4.799.63 31.94 59.47 68.5 71.92 75.12 77.84 0 160 8 0 0 25.62 22.26 17.8214.32 11.77 9.83 7.9 8.86 9.05 17.68 50.52 76.47 80.58 80.53 79.98 80.070 255 5 4 0 23.84 20.38 14.28 9.66 6.72 5.29 4.28 4.75 4.84 9.67 32.0559.83 68.91 72.29 75.45 78.09 0 160 5 0 0 29.82 26.87 20.67 15.44 11.789.6 7.77 8.7 8.88 17.23 50.05 76.38 80.62 80.52 79.84 79.84 0 160 5 4 029.26 26.4 20.45 15.42 11.8 9.62 7.74 8.64 8.81 16.88 45.85 66.44 70.2872.74 76 78.44 0 160 2 4 0 34.74 32.24 23.99 17.01 12.37 9.96 8.06 8.979.13 17.27 46.2 66.71 70.61 73.28 76.83 79.38 0 255 255 4 0 4.07 3.082.88 3.29 5.62 7.3 6.18 6.87 6.99 12.91 35.27 59.55 67.47 71.17 74.7677.98 0 160 73 0 0 7.31 5.37 4.89 5.64 9 10.76 9.03 10.09 10.28 19.0151.11 76.97 81.29 81.27 80.59 80.59 0 255 73 0 0 8.33 6.01 5.12 5.215.89 5.52 4.51 5.03 5.12 10.17 33.53 65.87 77.05 78.69 78.51 79.01 0 16073 4 0 7.18 5.21 4.74 5.51 9.04 10.95 9.22 10.26 10.42 18.95 47.4 66.9970.78 73.38 76.76 79.41 0 255 73 4 0 8.54 6.17 5.27 5.38 6.04 5.62 4.585.1 5.19 10.25 32.22 58.28 67.15 70.87 74.48 77.66 0 160 37 0 0 11.228.47 7.42 7.76 9.67 9.78 8.03 9 9.17 17.61 50.09 76.56 81.09 81.15 80.4980.63 0 255 255 18 0 4.01 3 2.78 3.22 5.38 6.8 5.71 6.31 6.4 11.86 30.8946.62 51.58 56.84 65.47 73.66 0 160 73 18 0 7.57 5.55 5.01 5.81 9.1910.9 9.16 10.12 10.18 17.69 38.01 48.46 51.41 57 66.98 75.74 0 255 73 180 9.01 6.63 5.75 5.88 6.66 6.23 5.05 5.63 5.73 11.03 29.4 43.19 47.8853.44 62.57 71.74 0 160 73 10 0 7.57 5.56 5.03 5.82 9.31 11.12 9.3210.35 10.49 18.74 43.15 57.02 60.09 64.42 71.17 76.48 0 255 73 10 0 9.036.69 5.77 5.9 6.66 6.25 5.1 5.69 5.79 11.15 31.59 50.24 56.25 61.1968.06 74.24 0 160 37 10 0 12.17 9.32 8.21 8.67 10.71 10.79 8.89 9.879.99 18.14 42.9 57.4 60.59 64.88 71.61 76.85 0 58 22 0 0 16.6 13.6812.71 14.09 20.41 24.57 21.44 23.62 24.03 39.28 70.96 80.48 80.73 80.0979.13 79.29 0 58 22 4 0 17.17 14.14 13.18 14.5 20.64 24.57 21.47 23.4623.65 37.15 62.29 69.53 70.65 73.04 76.5 78.99 0 58 15 0 0 21.8 18.9217.44 18.16 22.73 24.85 21.43 23.63 24.05 39.56 71.64 81.31 81.55 81.0280.34 80.14 0 93 37 4 0 12.06 9.19 8.41 9.65 14.63 17.09 14.58 16.1116.33 27.73 56.95 69.45 71.35 73.71 77.01 79.39 0 93 22 0 0 17.77 14.4112.98 13.56 16.57 17.01 14.29 15.89 16.19 28.54 63.7 80.34 81.82 81.5281 80.94 0 93 22 4 0 17.05 13.64 12.27 12.95 16.04 16.49 13.84 15.3215.52 26.91 56.5 69.33 71.24 73.5 76.68 78.97 0 255 22 0 0 16.72 13.3210.38 8.35 6.79 5.59 4.53 5.04 5.14 10.25 33.8 65.47 76.32 78.17 78.3379.09 0 255 22 4 0 16.44 13.22 10.35 8.34 6.83 5.64 4.56 5.08 5.17 10.2732.56 58.89 67.45 70.93 74.28 77.19 0 160 15 0 0 20.11 16.86 13.98 12.2411.37 10.03 8.17 9.13 9.32 17.86 50.53 76.04 80.16 80.18 79.67 79.8 0255 37 4 0 12.79 9.76 7.95 7.07 6.52 5.61 4.54 5.05 5.14 10.26 32.9660.28 69.13 72.51 75.72 78.42 0 160 22 0 0 15.9 12.55 10.71 10.17 10.579.74 7.92 8.86 9.03 17.42 49.88 76.09 80.37 80.37 79.82 79.79 0 160 22 40 16.67 13.39 11.44 10.85 11.21 10.34 8.46 9.44 9.59 17.99 47.09 67.2971.13 73.71 77.11 79.64 0 160 37 4 0 11.67 8.85 7.77 8.16 10.06 10.118.31 9.27 9.42 17.54 45.86 65.67 69.43 72.03 75.42 77.99 0 13 2 41 033.2 33.22 31.88 31.78 32.7 32.54 29.55 28.01 25.29 26.29 28.24 29.4131.43 38.26 52.86 68.69 0 40 2 30 0 36.78 36.76 34.09 31.61 29.51 27.3323.8 24.26 23.08 28.71 35.52 37.64 39.73 46.49 59.69 72.39 0 24 2 21 039.74 40.32 38.36 36.92 36.32 35 31.29 31.57 30.05 35.56 41.94 43.945.94 52.36 64.09 74.41 0 93 2 23 0 35.42 33.73 28.1 22.6 18.18 15.3412.66 13.77 13.72 22.16 39.05 45.15 47.58 53.79 64.93 74.64 0 40 2 8 044.62 45.85 42.26 37.98 34.47 31.55 27.39 29.13 28.91 40.62 57.1 61.2462.79 67.09 73.74 78.56 0 93 8 8 0 27.2 23.71 20.61 18.81 17.83 16.0113.28 14.65 14.82 25.35 51.44 62.55 64.99 69.04 74.87 78.96 0 93 5 15 031.24 28.72 24.77 21.57 19 16.55 13.72 14.99 15.01 24.59 44.54 51.6353.77 59.02 68.08 75.42 0 58 5 8 0 35.2 33.86 30.51 27.82 26.48 24.5220.83 22.6 22.65 35.06 56.6 62.58 64.04 67.73 73.52 77.78 0 58 2 15 039.8 40.18 35.77 30.93 26.75 23.62 20.01 21.38 21.13 31.08 46.61 50.8952.73 58.12 67.47 75.18 0 24 5 21 0 31.91 31.44 30.03 30.27 33.27 34.5331.15 31.51 30.05 35.69 42.14 44.01 45.91 51.98 62.99 72.72 0 58 5 0 036.82 35.79 32.15 29.03 27.36 25.24 21.43 23.58 23.99 39.37 70.72 80.0680.32 79.9 79.4 79.38 0 40 8 8 0 29.35 27.44 25.67 25.91 29.68 31.2527.56 29.33 29.11 40.79 57.22 61.2 62.58 66.6 72.88 77.56 0 58 8 0 029.7 27.33 24.85 23.87 25.25 24.74 21.08 23.22 23.62 38.88 70.22 79.6179.9 79.63 79.3 79.31 0 93 8 0 0 29.04 25.9 22.43 20.12 18.79 16.81 13.915.47 15.76 28.05 63.21 79.86 81.28 80.87 80.26 80.13 0 58 8 8 0 29.3826.89 24.51 23.68 25.08 24.63 21.11 22.84 22.83 34.84 55.65 61.54 63.167.05 73.23 77.9 0 40 5 8 0 35.36 34.76 32.5 31.48 32.65 32.14 28.1629.91 29.66 41.32 57.55 61.47 62.87 66.93 73.25 77.88 0 24 8 30 0 25.723.98 22.92 24.21 29.41 32.42 29.41 29.17 27.24 30.98 35.44 37.04 39.145.82 59.04 71.88 0 40 8 30 0 25.58 23.42 21.93 22.5 25.87 27.01 23.8324.27 23.06 28.4 34.86 36.85 38.86 45.47 58.54 71.3 0 58 22 23 0 1613.19 12.25 13.67 19.33 22.83 20.13 21.22 20.73 28.43 39.39 42.52 44.4950.66 62.24 72.86 0 93 22 23 0 16.85 13.74 12.5 13.25 16.4 16.99 14.4715.63 15.51 23.79 39.19 44.4 46.56 52.56 63.88 74.11 0 40 15 15 0 19.716.92 15.87 17.38 23.95 28.53 25.46 26.7 26.04 34.74 46.17 49.18 51.0456.79 66.74 74.85 0 93 15 15 0 20.29 16.96 15.16 15.16 16.65 16.11 13.514.71 14.72 23.84 43.35 50.6 52.86 58.31 67.67 75.32 0 58 15 15 0 19.6216.7 15.35 16.36 20.95 22.88 19.81 21.19 20.94 30.6 45.8 50.13 52.0557.65 67.39 75.37 0 255 8 18 0 20.44 17.04 12.39 8.78 6.34 5.04 4.084.52 4.57 8.95 27.16 43.9 49.22 54.85 64.25 72.93 0 255 22 18 0 15.2412.13 9.46 7.79 6.45 5.37 4.35 4.82 4.89 9.51 28.18 44.82 50.05 55.6965.02 73.64 0 255 15 10 0 17.61 14.2 10.82 8.24 6.39 5.18 4.21 4.66 4.749.33 29.35 50.75 57.76 62.82 69.77 75.63 0 93 8 23 0 25.88 22.52 19.7618.2 17.42 15.78 13.14 14.25 14.15 22.4 38.52 44.22 46.6 52.81 64.2174.29 0 40 255 58 0 3.32 2.69 2.58 3.02 7.54 22.67 24.82 24.55 22.7724.33 26.6 27.74 29.42 34.96 47.7 64.64 0 13 15 47 0 16.85 14.18 13.4615.57 23.58 30.52 28.66 26.98 24.14 24.51 25.91 26.97 28.91 35.59 50.1866.8 0 13 255 26 0 3.24 2.6 2.54 2.91 7.58 30.97 40.51 41.03 38.8 40.5743.07 44.37 46.32 52.18 63.11 73.45 0 13 255 44 0 3.31 2.71 2.61 3.027.65 28.58 35.53 34.93 32.33 32.67 34.07 35.17 37.07 42.98 55.26 68.86 013 37 35 0 10.46 8.38 7.95 9.72 19.35 33.88 33.51 32.42 29.77 31.0633.19 34.41 36.43 43.02 56.33 69.98 0 93 255 26 0 3.68 2.9 2.78 3.298.08 19.48 19.29 20.62 20.47 28.4 41.68 46.05 48.05 53.51 63.73 73.27 093 255 44 0 3.78 3.02 2.86 3.42 8.31 19.23 18.93 19.96 19.55 25.8 34.8737.75 39.59 45.25 57.1 70.12 0 40 37 35 0 11.19 8.71 8.28 9.9 17.88 26.324.33 24.71 23.38 28.02 33.45 35.24 37.22 43.68 56.89 70.43 0 13 15 66 015.59 13.36 12.6 14.34 20.14 24.24 22.4 20.35 17.66 17.1 17.68 18.4119.94 25.51 39.15 58.73 0 6 5 0 0 42.38 44.42 44.55 47.05 56.26 65.5464.53 66.11 66.08 73.12 79.35 80.11 79.86 79.9 79.7 79.91 0 6 5 21 033.13 33.6 33.08 35.14 41.9 47.06 44.93 43.1 39.93 40.6 42.35 43.5145.52 51.93 63.33 73.36 0 6 15 0 0 23.3 21.58 21.15 24.37 39.27 61.8363.81 65.85 65.96 73.35 79.9 80.71 80.47 80.5 80.28 80.35 0 6 8 0 034.52 34.24 33.96 37.05 49.33 63.54 63.36 65.15 65.17 72.79 79.63 80.5280.27 80.3 80.07 80.24 0 6 8 8 0 30.89 30.03 29.66 32.54 43.71 55.2254.2 54.03 52.06 55.61 59.4 60.57 61.91 66.1 72.38 77.08 0 24 15 0 022.32 20.06 19.26 21.39 31.43 41.76 39.09 41.86 42.32 57.53 77.47 81.381.09 80.81 80.33 80.35 0 13 8 0 0 32.96 32.16 31.5 33.8 43.79 53.651.43 53.8 54.06 65.86 78.37 80.33 80.06 79.91 79.53 79.6 0 13 8 8 029.9 28.64 27.89 30.03 39 47.03 44.6 45.34 44.02 50.81 58.07 59.87 61.2765.66 72.4 77.31 0 6 5 8 0 37.19 37.59 37.21 39.68 48.3 56.08 54.3954.03 51.95 55.23 58.89 60.05 61.5 65.89 72.49 77.46 0 6 255 0 0 3.132.52 2.52 2.78 7.19 36.19 58.49 64.79 66.04 73.58 79.86 80.75 80.6280.64 80.35 80.55 0 6 255 4 0 3.16 2.51 2.5 2.84 7.29 35.39 55.22 59.859.65 64.54 68.98 70.04 70.91 73.45 76.71 79.26 0 6 73 0 0 6.18 4.874.61 5.79 15.16 49.77 61.76 65.42 65.99 73.84 80.59 81.45 81.21 81.1880.81 80.86 0 6 255 18 0 2.89 2.42 2.31 2.66 6.9 32.1 46.52 47.71 45.4146.29 48.06 49.25 51.16 56.83 66.58 75.04 0 6 255 10 0 3.19 2.52 2.522.83 7.3 34.15 51.09 53.92 52.58 55.25 58.19 59.36 60.97 65.51 72.4778.01 0 6 73 10 0 5.95 4.45 4.28 5.37 14.46 43.61 51.31 51.89 49.7852.29 55.22 56.41 58.1 63.12 71.01 77.05 0 6 22 0 0 16.24 13.45 13 15.8130.96 59.2 63.09 65.51 65.7 73.46 80.22 81.08 80.83 80.89 80.75 80.83 06 37 0 0 11.38 9.29 8.94 10.98 24.04 56.25 63.12 65.81 66.08 73.35 79.5580.3 80.01 79.92 79.52 79.58 0 6 37 4 0 11.06 9.1 8.75 10.79 23.57 53.0858.31 59.72 58.71 63.71 68.32 69.33 70.12 72.7 76.17 78.64 0 24 255 0 03.11 2.53 2.44 2.81 7.24 31.34 41.57 45.71 46.45 60.14 77.03 80.12 79.9479.72 79.2 79.31 0 24 255 4 0 3.12 2.63 2.52 2.92 7.45 31.01 40.41 43.7943.95 54.7 67.32 70.03 70.87 73.2 76.26 78.66 0 24 73 0 0 6.21 4.57 4.395.5 14.27 37.25 39.53 42.77 43.29 58.13 77.14 80.68 80.48 80.21 79.7879.81 0 13 255 4 0 3.32 2.7 2.67 3.03 7.73 34.12 48.67 52.59 52.54 60.6668.75 70.42 71.24 73.59 76.65 79.02 0 13 73 0 0 6.72 5.16 4.98 6.0815.21 43.7 50 53.54 54.07 66.12 78.51 80.43 80.19 80.01 79.6 79.69 0 1373 4 0 6.43 5.02 4.74 5.93 14.9 41.84 47.19 49.68 49.33 58.4 67.75 69.5870.34 72.77 76.03 78.46 0 6 73 4 0 6.42 4.88 4.75 5.87 15.12 46.92 56.7458.87 58.04 63.02 67.56 68.62 69.46 72.1 75.67 78.29 0 160 255 0 0 3.462.65 2.58 2.97 6.73 13.28 12.12 13.39 13.61 22.96 53.77 76.17 79.6179.66 79.1 79.24 0 160 255 4 0 3.49 2.73 2.54 3.02 6.75 13.19 12.0213.26 13.45 22.43 50.22 68.35 71.64 73.88 76.59 78.84 0 93 73 0 0 7.395.34 5.01 6.06 11.84 17.36 15.3 16.91 17.19 29.04 62.74 78.99 80.5 80.2479.75 79.78 0 160 255 18 0 3.73 2.76 2.66 3.12 6.89 13.32 12.15 13.313.36 21.34 40.88 50.29 52.91 57.9 66.75 74.66 0 160 255 10 0 3.77 2.962.85 3.3 7.09 13.61 12.46 13.66 13.79 22.37 45.89 59.09 62.09 66.1772.46 77.56 0 93 73 10 0 7.35 5.38 5.02 6.11 11.82 17.08 15.06 16.4616.56 26.47 48.91 57.75 59.9 64.3 71.34 76.75 0 40 22 0 0 17.28 14.413.59 15.39 24.28 33.08 30.19 32.83 33.3 49.49 75.78 81.94 81.9 81.5781.09 81.04 0 58 37 0 0 10.71 8.06 7.47 9.02 16.53 23.87 21.24 23.4223.81 38.83 70.43 80.22 80.6 80.25 79.72 79.64 0 58 37 4 0 10.94 8.267.73 9.3 16.84 24.07 21.55 23.52 23.73 36.9 62.01 69.51 70.76 73.23 76.879.34 0 58 255 0 0 3.33 2.63 2.56 2.97 7.67 24.66 27.12 29.69 30.1944.13 72.63 81.57 82.03 81.79 81.21 81.21 0 58 255 4 0 3.22 2.51 2.52.86 7.28 23.7 26.07 28.43 28.74 41.16 63.99 70.85 72.05 74.25 77.2579.52 0 40 73 0 0 6.07 4.5 4.29 5.31 13.01 29.79 29.58 32.38 32.91 48.8375.11 81.45 81.48 81.18 80.72 80.61 0 93 255 4 0 3.54 2.71 2.61 3.1 7.7419.1 18.86 20.58 20.82 31.53 57.83 69.54 71.52 73.83 76.85 79.24 0 58 730 0 6.4 4.66 4.38 5.48 12.52 23.89 22.37 24.64 25.08 39.98 71.72 81.7982.24 81.82 81.21 81.01 0 58 73 4 0 6.85 5.01 4.7 5.88 13.3 24.87 23.3225.4 25.59 38.72 62.62 69.4 70.51 72.86 76.14 78.51 0 93 73 4 0 7.74 5.75.26 6.43 12.5 18.31 16.18 17.79 18.01 29.46 57.97 69.9 71.73 73.9476.97 79.2 0 6 5 41 0 28.84 27.98 27.26 28.89 34.2 37.68 35.38 32.8229.3 28.76 29.63 30.68 32.73 39.56 53.79 68.94 0 6 15 30 0 19.26 17.0216.43 18.91 29.31 40.91 39.93 37.8 34.35 34.18 35.35 36.43 38.52 45.3158.48 71.21 0 6 8 21 0 28.76 27.43 26.88 29.41 38.67 47.18 45.61 43.8240.6 41.14 42.79 43.94 45.98 52.36 63.92 74.14 0 6 37 23 0 11.06 8.878.5 10.49 21.67 42.4 44.13 42.61 39.37 39.65 41.1 42.22 44.3 50.8 62.7773.7 0 6 15 8 0 21.72 19.76 19.34 22.3 35.73 54.13 54.82 54.71 52.6855.71 59.01 60.08 61.45 65.69 72.04 76.87 0 24 37 8 0 10.77 8.52 8.089.98 20.46 37.04 36.27 38 37.41 46.97 58.18 60.74 62.1 66.11 72.24 76.860 13 37 15 0 11.22 9.09 8.77 10.62 21.44 40.92 41.78 42.07 40.2 44.4549.14 50.68 52.47 58.02 67.37 75.01 0 13 22 8 0 16.76 14.26 13.73 16.2328.48 46.06 45.8 46.86 45.62 52.3 59.23 60.94 62.31 66.51 72.9 77.74 0 622 15 0 16.12 13.62 13.21 15.81 28.65 48.22 49.29 48.32 45.51 46.8749.03 50.16 52.03 57.73 67.27 75.12 0 13 8 21 0 27.83 26.08 25.27 27.2234.85 40.98 38.55 37.85 35.46 38.34 41.91 43.33 45.34 51.7 63.28 73.53 013 22 0 0 17.65 15.27 14.79 17.31 30.12 50.5 50.96 53.72 54.08 66.0378.66 80.62 80.33 80.15 79.75 79.76 0 24 15 8 0 21.86 19.3 18.48 20.4729.62 38.61 36.04 37.55 36.89 46.45 57.9 60.55 61.96 66.21 72.8 77.65 024 22 0 0 16.7 13.92 13.33 15.57 26.84 41.27 39.51 42.3 42.74 57.6577.18 80.85 80.6 80.34 79.91 79.82 0 24 37 0 0 11.24 8.88 8.47 10.3321.23 40.02 39.65 42.61 43.11 58.09 77.79 81.51 81.25 81.2 80.86 80.92 024 22 8 0 16.04 13.21 12.54 14.75 25.16 37.4 35.44 37.05 36.41 46.0757.62 60.37 61.86 66.28 73.08 78.21 0 13 15 8 0 21.17 18.64 17.97 20.6732.52 46.44 45.23 46.1 44.79 51.28 58.13 59.86 61.28 65.67 72.33 77.31 024 15 30 0 19.28 16.57 15.73 17.68 25.39 31.64 29.12 28.92 27.01 30.7135.09 36.71 38.8 45.54 58.79 71.61 0 58 37 23 0 10.93 8.36 7.8 9.3116.15 22.22 19.88 21.01 20.53 28.35 39.61 42.88 44.93 51.17 62.93 73.6 040 37 15 0 10.66 8.28 7.8 9.49 18.06 28.59 26.69 28.06 27.47 36.13 47.450.39 52.28 57.97 67.74 75.71 0 40 22 15 0 15.57 12.71 11.95 13.85 21.9828.96 26.25 27.56 26.92 35.68 47.07 50.1 52.06 57.89 67.98 76.22 0 24255 18 0 2.92 2.37 2.32 2.64 6.81 27.53 34.69 36.36 35.31 40.66 46.8148.72 50.61 56.18 66.02 74.64 0 58 255 18 0 3.3 2.6 2.51 2.94 7.6 24.526.95 28.65 28.29 36.6 48.23 51.55 53.46 58.67 67.62 75.33 0 40 255 10 03.09 2.45 2.36 2.79 7.16 27.25 32.67 35.05 34.8 44.37 56.83 60 61.665.81 72.22 77.31 0 24 37 23 0 10.54 8.26 7.83 9.58 18.95 32.53 31.4331.73 30.06 34.8 40.27 42.04 44.05 50.5 62.48 73.23

TABLE 2 First set of 35 patches (reference condition) Colorant digitalcount (0-255) Percent reflectance at wavelength C M Y K V 400 420 440460 480 500 520 540 560 580 600 620 640 660 680 700 0 0 0 255 0 3.353.13 2.93 2.91 2.87 2.75 2.46 2.18 1.99 1.92 1.94 1.98 2.06 2.4 4.1410.85 0 0 0 0 0 62.32 73.54 77.06 78.8 79.66 79.86 79.49 78.87 77.977.68 77.52 77.38 77.34 77.74 77.95 78.58 0 0 255 0 0 3.24 2.62 2.522.91 7.54 39.24 70.03 77.05 78.27 78.88 79.07 79.03 78.91 79.06 78.7779.21 255 0 255 0 0 4.01 3.17 3.07 3.72 9.43 25.25 24.84 19.21 13.879.91 7.13 5.2 4.22 3.8 3.51 3.94 255 0 0 0 0 21.87 29.58 35.39 42.5136.99 28.41 20.9 14.75 9.9 6.65 4.61 3.35 2.79 2.55 2.41 2.66 255 0 0 0255 15.23 16.83 15.68 12.44 8.4 5.49 3.68 2.86 2.47 2.47 2.69 2.94 3.213.25 3.1 3.46 0 0 0 0 255 14.61 14.55 12.1 8.22 5.05 3.23 2.37 2.08 1.972.03 2.3 3.3 8.59 26.35 53.31 70.27 0 255 0 0 255 17.29 16.22 12.09 7.875.03 3.59 2.73 2.49 2.33 2.59 3.58 5.82 13.28 29.99 50.99 66.51 0 255 00 0 28.47 25.36 16.91 10.68 7.07 5.51 4.46 4.94 5.04 9.98 31.6 57.2566.65 70.23 72.99 76.05 0 255 255 0 0 4.27 3.15 2.93 3.39 5.81 7.42 6.226.92 7.05 13.01 32.08 46.39 51.52 55.91 62.11 70.12 0 0 0 62 0 27.9227.96 27.15 27.48 28.15 27.98 25.7 22.45 19.01 17.43 17.44 18.17 19.7925.64 39.88 59.45 0 0 255 26 0 3.05 2.5 2.45 2.77 7.04 32.1 47.01 46.5342.99 41.07 41.06 41.96 43.88 49.82 60.85 71.6 255 0 255 26 0 3.71 2.942.82 3.42 8.76 23.22 22.84 17.72 12.76 9.11 6.57 4.79 3.88 3.49 3.263.67 0 0 15 0 0 23.84 21.69 21.51 25.03 42.2 72.74 79.78 80.49 80 79.6779.07 78.32 77.59 77.36 76.89 77.47 58 0 15 0 0 19.86 17.4 17.13 21.0638.47 63.54 61.97 53.23 42.82 33.66 26.23 20.25 16.77 15 13.8 15.56 58 0255 0 0 3.1 2.59 2.46 2.83 7.58 36.64 57.16 54.23 45.73 37.5 30.56 24.821.3 19.47 18.16 19.94 255 0 0 26 0 21.04 26.97 30.81 35.38 32.05 25.8319.5 13.94 9.42 6.4 4.51 3.34 2.82 2.62 2.51 2.73 58 0 0 0 0 51.17 64.270.32 75.16 74.06 69.47 62.05 52.53 41.9 32.66 25.15 19.16 15.7 13.9312.76 14.56 255 0 15 0 0 14.63 14.58 15.05 18.75 26.9 27.82 20.99 14.89.9 6.63 4.6 3.38 2.83 2.6 2.5 2.74 255 0 0 26 255 13.86 15.19 13.9410.9 7.3 4.73 3.2 2.56 2.29 2.28 2.45 2.67 2.91 2.95 2.83 3.2 58 0 0 050 42.96 49.6 45.45 37.32 28.81 23.82 19.67 19.91 18.14 20.69 20.4816.29 13.5 12.08 11.13 12.52 255 0 0 0 50 23 29.41 32.04 32.37 26.2520.81 16.02 12.91 9.42 7.09 5.17 3.74 3.07 2.78 2.62 2.92 0 0 0 26 25513.93 13.52 11.26 7.79 4.84 3.14 2.34 2.07 1.98 2.03 2.28 3.18 7.9522.64 45.18 65.07 0 0 0 0 50 49.84 56.02 49.24 38.94 29.95 24.98 20.8922.18 21.52 29.6 37.36 33.01 28.8 26.42 24.72 26.85 58 0 0 0 255 16.1516.23 13.85 9.78 6.17 3.93 2.74 2.31 2.13 2.2 2.56 3.66 7.73 14.33 16.9419.35 0 255 0 26 255 17.88 16.74 12.67 8.4 5.44 3.88 2.95 2.67 2.49 2.793.86 6.18 13.42 27.69 44.55 60.64 0 40 0 0 50 47.19 51.15 42.17 31.523.34 19.08 15.71 16.97 16.67 25.15 36.37 33.2 29.04 26.66 24.93 27.05 040 0 0 255 15.89 15.67 13.02 8.93 5.53 3.55 2.53 2.17 2.03 2.11 2.49 3.79.6 27.65 54.19 70.93 0 255 0 26 0 26.78 23.94 16.42 10.59 7.05 5.454.37 4.84 4.9 9.47 25.7 37.17 41.04 46.59 56.89 68.19 0 40 0 0 0 57.6664.6 58.83 48.74 39.22 33.7 29.05 31.45 31.86 47.94 73.86 79.54 79.0578.36 77.6 77.85 0 255 0 0 50 29.05 26.33 18.03 11.67 7.76 6.01 4.815.35 5.42 10.45 26.57 33.47 32.11 30.74 29.66 31.81 0 255 255 26 0 3.932.92 2.74 3.16 5.49 7.06 5.92 6.56 6.63 11.94 26.88 35.33 38.36 43.0151.71 63.13 0 40 15 0 0 22.55 19.82 18.52 19.77 26.77 32.37 28.97 31.5531.97 47.99 73.36 78.8 78.36 77.72 77.04 77.31 0 255 15 0 0 18.52 15.0111.27 8.51 6.51 5.23 4.22 4.69 4.78 9.64 31.09 56.15 64.83 68.05 70.5673.82 0 40 255 0 0 3.27 2.63 2.58 2.95 7.48 27.57 33.16 36.37 36.9350.85 72.62 77.37 77.12 76.9 76.61 77.43

TABLE 3 Second set of 35 patches (target condition) Colorant digitalcount (0-255) Percent reflectance at wavelength C M Y K V 400 420 440460 480 500 520 540 560 580 600 620 640 660 680 700 0 0 0 255 0 3.763.47 3.33 3.28 3.25 3.11 2.76 2.42 2.18 2.1 2.11 2.17 2.25 2.67 4.712.36 0 0 0 0 0 62.73 74.31 77.94 79.63 80.34 80.5 80.16 79.56 78.6278.36 78.1 78 77.97 78.38 78.47 78.95 0 0 255 0 0 3.63 2.89 2.79 3.268.85 42.86 71.43 77.67 78.62 79.04 79.03 78.9 78.75 78.87 78.53 78.87255 0 255 0 0 4.16 3.24 3.12 3.86 9.91 27.5 27.36 20.92 14.9 10.53 7.495.39 4.35 3.88 3.59 4.06 255 0 0 0 0 25.69 34.72 41.41 49.47 44.11 34.6425.68 18.24 12.32 8.32 5.72 4.06 3.27 2.94 2.75 3.09 255 0 0 0 255 16.5918.36 17.09 13.47 9.01 5.81 3.81 2.92 2.5 2.5 2.76 3.04 3.35 3.4 3.233.66 0 0 0 0 255 18.19 18.42 15.59 10.9 6.82 4.31 2.98 2.48 2.27 2.372.87 4.47 11.89 33.51 60.5 73.96 0 255 0 0 255 18.81 17.51 12.98 8.385.32 3.76 2.82 2.54 2.35 2.68 3.86 6.45 15.13 35.53 59.99 72.6 0 255 0 00 31.22 27.98 18.57 11.71 7.74 6.03 4.87 5.42 5.53 11.16 37.31 69.2278.01 78.91 78.47 78.82 0 255 255 0 0 4.68 3.45 3.21 3.74 6.33 8.04 6.817.59 7.72 14.41 40.36 69.5 77.36 78.44 78.26 78.76 0 0 0 62 0 33.3734.28 33.72 34.34 35.18 35.08 32.6 28.95 24.96 23.11 23.12 23.99 25.9332.6 47.39 64.76 0 0 255 26 0 3.59 2.78 2.75 3.2 8.47 36.25 52.07 52.0948.67 46.82 46.79 47.64 49.59 55.44 65.27 73.82 255 0 255 26 0 4.01 3.12.96 3.73 9.56 25.6 25.29 19.44 13.9 9.87 7.06 5.1 4.1 3.68 3.41 3.87 00 15 0 0 31.26 29.82 29.87 33.88 50.55 74.82 80.28 80.75 80.04 79.6478.93 78.17 77.51 77.3 76.82 77.4 58 0 15 0 0 26.03 24.46 24.52 29.0346.05 67.16 66.52 59.4 49.98 40.98 33.08 26.41 22.4 20.29 18.81 21.03 580 255 0 0 3.59 2.68 2.63 3.15 8.84 40.78 61.2 59.09 51.22 42.96 35.5329.16 25.25 23.2 21.7 23.79 255 0 0 26 0 24.42 31.24 35.72 41.14 37.9431.11 23.65 17.01 11.58 7.9 5.49 3.93 3.2 2.92 2.75 3.1 58 0 0 0 0 55.1167.35 72.82 76.84 76.32 73.19 67.61 59.78 50.19 41.21 33.22 26.47 22.3820.22 18.76 21.06 255 0 15 0 0 17.82 18.59 19.59 24.08 32.72 33.56 25.4417.96 12.04 8.08 5.56 3.97 3.24 2.94 2.77 3.09 255 0 0 26 255 15.4316.73 15.46 12.12 8.04 5.15 3.38 2.63 2.29 2.3 2.53 2.77 3.08 3.14 3.013.44 58 0 0 0 50 46.64 54.38 51.11 43.14 34.08 28.53 23.71 23.97 21.8524.88 24.61 19.58 16.25 14.51 13.31 15.09 255 0 0 0 50 25.51 32.92 35.9336.26 29.21 23.06 17.66 14.29 10.43 7.89 5.71 4.04 3.25 2.92 2.72 3.07 00 0 26 255 17.08 16.83 14.26 10.09 6.36 4.04 2.82 2.38 2.21 2.29 2.724.12 10.62 28.45 52.11 69.23 0 0 0 0 50 52.82 60.35 54.88 45.15 35.7930.39 25.81 27.32 26.59 35.83 44.15 39.59 35.04 32.41 30.47 32.98 58 0 00 255 18 18.22 15.56 10.98 6.88 4.31 2.91 2.37 2.15 2.24 2.71 4.08 9.0616.98 20.11 23.1 0 255 0 26 255 18.08 16.95 12.79 8.47 5.45 3.87 2.932.63 2.43 2.73 3.83 6.25 14.15 31.33 52.48 67.75 0 40 0 0 50 51.3 56.948.9 37.85 28.71 23.79 19.81 21.4 21.1 31.39 44.08 40.73 36.19 33.4931.54 34.05 0 40 0 0 255 18.32 18.3 15.3 10.63 6.63 4.23 2.93 2.46 2.252.35 2.86 4.49 11.89 33.19 59.82 73.1 0 255 0 26 0 29.64 26.65 18.3311.93 8.03 6.29 5.07 5.61 5.69 11.03 30.64 45.62 49.89 55.45 64.9 73.380 40 0 0 0 59.66 68.36 64.77 56.35 47.44 41.97 37.11 39.63 40 55.6276.31 80.04 79.47 78.85 78.14 78.22 0 255 0 0 50 31.18 28.39 19.3 12.448.35 6.51 5.23 5.81 5.88 11.43 30.84 40.34 38.07 35.64 33.76 35.9 0 255255 26 0 4.63 3.33 3.08 3.59 6.11 7.79 6.57 7.3 7.39 13.49 33.06 46.9550.8 55.71 63.91 71.68 0 40 15 0 0 28.42 26.47 25.31 26.88 34.45 40.4637.24 39.95 40.34 55.79 76.15 79.75 79.13 78.5 77.75 77.83 0 255 15 0 021.18 17.75 13.25 9.86 7.5 6.08 4.93 5.49 5.59 11.24 37.41 68.65 76.9577.67 77.1 77.6 0 40 255 0 0 3.39 2.66 2.54 3 8.21 30.64 37.13 40.8641.5 56.12 75.39 78.95 78.53 78.14 77.5 77.86

TABLE 4 Second set of 969 patches (target condition) Colorant digitalcount (0-255) Percent reflectance at wavelength C M Y K V 400 420 440460 480 500 520 540 560 580 600 620 640 660 680 700 0 0 0 255 0 3.763.47 3.33 3.28 3.25 3.11 2.76 2.42 2.18 2.1 2.11 2.17 2.25 2.67 4.712.36 0 0 0 0 0 62.73 74.31 77.94 79.63 80.34 80.5 80.16 79.56 78.6278.36 78.1 78 77.97 78.38 78.47 78.95 0 0 255 0 0 3.63 2.89 2.79 3.268.85 42.86 71.43 77.67 78.62 79.04 79.03 78.9 78.75 78.87 78.53 78.87255 0 255 0 0 4.16 3.24 3.12 3.86 9.91 27.5 27.36 20.92 14.9 10.53 7.495.39 4.35 3.88 3.59 4.06 255 0 0 0 0 25.69 34.72 41.41 49.47 44.11 34.6425.68 18.24 12.32 8.32 5.72 4.06 3.27 2.94 2.75 3.09 255 0 0 0 255 16.5918.36 17.09 13.47 9.01 5.81 3.81 2.92 2.5 2.5 2.76 3.04 3.35 3.4 3.233.66 0 0 0 0 255 18.19 18.42 15.59 10.9 6.82 4.31 2.98 2.48 2.27 2.372.87 4.47 11.89 33.51 60.5 73.96 0 255 0 0 255 18.81 17.51 12.98 8.385.32 3.76 2.82 2.54 2.35 2.68 3.86 6.45 15.13 35.53 59.99 72.6 0 255 0 00 31.22 27.98 18.57 11.71 7.74 6.03 4.87 5.42 5.53 11.16 37.31 69.2278.01 78.91 78.47 78.82 0 255 255 0 0 4.68 3.45 3.21 3.74 6.33 8.04 6.817.59 7.72 14.41 40.36 69.5 77.36 78.44 78.26 78.76 0 0 0 62 0 33.3734.28 33.72 34.34 35.18 35.08 32.6 28.95 24.96 23.11 23.12 23.99 25.9332.6 47.39 64.76 0 0 255 26 0 3.59 2.78 2.75 3.2 8.47 36.25 52.07 52.0948.67 46.82 46.79 47.64 49.59 55.44 65.27 73.82 255 0 255 26 0 4.01 3.12.96 3.73 9.56 25.6 25.29 19.44 13.9 9.87 7.06 5.1 4.1 3.68 3.41 3.87 00 15 0 0 31.26 29.82 29.87 33.88 50.55 74.82 80.28 80.75 80.04 79.6478.93 78.17 77.51 77.3 76.82 77.4 58 0 15 0 0 26.03 24.46 24.52 29.0346.05 67.16 66.52 59.4 49.98 40.98 33.08 26.41 22.4 20.29 18.81 21.03 580 255 0 0 3.59 2.68 2.63 3.15 8.84 40.78 61.2 59.09 51.22 42.96 35.5329.16 25.25 23.2 21.7 23.79 255 0 0 26 0 24.42 31.24 35.72 41.14 37.9431.11 23.65 17.01 11.58 7.9 5.49 3.93 3.2 2.92 2.75 3.1 58 0 0 0 0 55.1167.35 72.82 76.84 76.32 73.19 67.61 59.78 50.19 41.21 33.22 26.47 22.3820.22 18.76 21.06 255 0 15 0 0 17.82 18.59 19.59 24.08 32.72 33.56 25.4417.96 12.04 8.08 5.56 3.97 3.24 2.94 2.77 3.09 255 0 0 26 255 15.4316.73 15.46 12.12 8.04 5.15 3.38 2.63 2.29 2.3 2.53 2.77 3.08 3.14 3.013.44 58 0 0 0 50 46.64 54.38 51.11 43.14 34.08 28.53 23.71 23.97 21.8524.88 24.61 19.58 16.25 14.51 13.31 15.09 255 0 0 0 50 25.51 32.92 35.9336.26 29.21 23.06 17.66 14.29 10.43 7.89 5.71 4.04 3.25 2.92 2.72 3.07 00 0 26 255 17.08 16.83 14.26 10.09 6.36 4.04 2.82 2.38 2.21 2.29 2.724.12 10.62 28.45 52.11 69.23 0 0 0 0 50 52.82 60.35 54.88 45.15 35.7930.39 25.81 27.32 26.59 35.83 44.15 39.59 35.04 32.41 30.47 32.98 58 0 00 255 18 18.22 15.56 10.98 6.88 4.31 2.91 2.37 2.15 2.24 2.71 4.08 9.0616.98 20.11 23.1 0 255 0 26 255 18.08 16.95 12.79 8.47 5.45 3.87 2.932.63 2.43 2.73 3.83 6.25 14.15 31.33 52.48 67.75 0 40 0 0 50 51.3 56.948.9 37.85 28.71 23.79 19.81 21.4 21.1 31.39 44.08 40.73 36.19 33.4931.54 34.05 0 40 0 0 255 18.32 18.3 15.3 10.63 6.63 4.23 2.93 2.46 2.252.35 2.86 4.49 11.89 33.19 59.82 73.1 0 255 0 26 0 29.64 26.65 18.3311.93 8.03 6.29 5.07 5.61 5.69 11.03 30.64 45.62 49.89 55.45 64.9 73.380 40 0 0 0 59.66 68.36 64.77 56.35 47.44 41.97 37.11 39.63 40 55.6276.31 80.04 79.47 78.85 78.14 78.22 0 255 0 0 50 31.18 28.39 19.3 12.448.35 6.51 5.23 5.81 5.88 11.43 30.84 40.34 38.07 35.64 33.76 35.9 0 255255 26 0 4.63 3.33 3.08 3.59 6.11 7.79 6.57 7.3 7.39 13.49 33.06 46.9550.8 55.71 63.91 71.68 0 40 15 0 0 28.42 26.47 25.31 26.88 34.45 40.4637.24 39.95 40.34 55.79 76.15 79.75 79.13 78.5 77.75 77.83 0 255 15 0 021.18 17.75 13.25 9.86 7.5 6.08 4.93 5.49 5.59 11.24 37.41 68.65 76.9577.67 77.1 77.6 0 40 255 0 0 3.39 2.66 2.54 3 8.21 30.64 37.13 40.8641.5 56.12 75.39 78.95 78.53 78.14 77.5 77.86 0 0 0 139 0 15.88 15.0114.26 14.33 14.61 14.35 12.77 10.7 8.71 7.86 7.88 8.28 9.19 12.65 22.5541.51 0 0 255 58 0 3.27 2.64 2.54 3 8.09 29.41 36.84 34.74 31 29.1329.07 29.87 31.69 37.71 50.57 65.56 255 0 255 58 0 4.21 3.26 3.11 3.889.78 23.87 23.28 18.24 13.33 9.72 7.15 5.28 4.3 3.89 3.63 4.16 0 0 15 470 23.88 21.91 21.44 24.08 33.54 43.21 42.44 38.79 34.34 32.2 32.09 32.9735.04 41.88 55.16 68.46 58 0 15 47 0 22.16 20.2 19.85 22.99 33.4 42.5840.26 35.07 29.18 24.99 21.93 19.11 17.4 17.29 17.69 20.77 58 0 255 26 03.47 2.65 2.61 3.05 8.6 35.3 47.29 44.2 38.09 32.99 28.78 24.9 22.4521.52 21.07 23.68 0 0 0 21 0 50.71 56.35 57.55 58.84 59.8 59.87 57.8754.52 50.35 48.27 48.04 48.82 50.72 56.6 66.02 73.82 0 0 5 0 0 47.2450.18 51.52 55.54 66.84 78.42 80.37 80.24 79.53 79.24 78.76 78.29 77.8477.65 77.13 77.6 17 0 5 0 0 45.38 47.71 49.07 53.48 65.28 76.52 76.7773.87 68.98 63.44 57.2 50.77 46.28 43.67 41.63 44.5 0 0 5 21 0 39.8140.53 40.64 43.57 51.69 58.57 57.76 54.58 50.38 48.3 48.02 48.75 50.5956.36 65.7 73.45 17 0 5 21 0 37.65 38.23 38.44 41.71 50.28 56.85 55.2150.95 45.45 41.56 38.8 36.27 34.87 35.86 37.82 42.68 17 0 15 0 0 31.2130.46 30.56 34.61 50.56 72.69 76.09 73.76 69.18 63.91 57.94 51.8 47.3944.87 42.93 45.58 0 0 255 10 0 3.54 2.82 2.76 3.24 8.87 40.12 62.3 64.9363 61.7 61.51 62.02 63.27 66.95 72.02 76.11 0 0 37 0 0 17.07 14.74 14.4317.25 32.97 67.81 78.6 80.01 79.58 79.41 78.98 78.6 78.23 78.07 77.59 7817 0 255 0 0 3.71 3 2.85 3.42 9.27 42.43 68.72 72.08 69.01 64.25 58.5452.53 48.19 45.77 43.82 46.37 0 0 37 10 0 15.53 13.16 12.79 15.49 29.9859.85 67.1 66.1 63.19 61.57 61.17 61.43 62.5 66.12 71.28 75.4 17 0 25510 0 3.54 2.71 2.66 3.13 8.76 39.14 59.86 60.76 56.64 52.57 48.85 45.0742.54 41.92 41.87 45.3 17 0 37 0 0 15.84 13.25 12.97 15.87 31.83 66.3475.03 73.49 68.92 63.61 57.61 51.36 46.97 44.44 42.48 45.16 255 0 255 100 4.2 3.25 3.1 3.9 10.16 27.53 27.34 21.05 15.08 10.72 7.65 5.5 4.423.94 3.65 4.15 137 0 37 0 0 14.06 11.82 11.54 14.61 29.21 52.18 48.7338.81 28.98 21.46 15.9 11.75 9.48 8.39 7.65 8.78 137 0 255 0 0 3.8 2.912.76 3.44 9.83 36.99 47.04 40.18 31.31 24.17 18.66 14.35 11.88 10.619.73 10.99 137 0 37 10 0 13.75 11.46 11.19 14.17 27.9 47.53 44.08 35.2526.5 19.85 14.89 11.14 9.06 8.07 7.43 8.56 137 0 255 10 0 3.84 2.99 2.843.5 9.68 35.56 44.05 37.68 29.58 23.12 18.1 14.1 11.77 10.61 9.8 11.1258 0 37 0 0 13.78 11.16 10.79 13.73 29.54 61.46 65.4 58.99 49.7 40.7932.91 26.25 22.23 20.14 18.64 20.83 17 0 15 21 0 25.86 24.04 23.79 27.2640.22 55.38 55.6 51.58 46.12 42.23 39.43 36.82 35.37 36.24 38.02 42.79255 0 0 58 0 22.15 26.79 29.32 32.51 30.84 26.43 20.76 15.29 10.62 7.465.34 3.93 3.23 2.96 2.82 3.19 58 0 0 47 0 38.43 42.04 42.85 44.35 44.943.74 39.8 34.44 28.57 24.46 21.44 18.66 16.97 16.85 17.22 20.28 255 015 26 0 17.3 17.69 18.38 22.21 29.58 30.45 23.83 17.28 11.83 8.09 5.644.04 3.27 2.96 2.78 3.13 17 0 0 0 0 60.85 72.46 76.85 79.33 79.62 78.7876.79 73.52 68.61 63.19 57.08 50.74 46.25 43.66 41.66 44.5 17 0 0 21 049.48 55.33 56.83 58.41 59.12 58.56 55.68 51.23 45.7 41.83 39.01 36.3634.87 35.71 37.55 42.42 58 0 5 0 0 39.23 41.31 42.71 47.98 60.69 69.8966.23 58.83 49.42 40.64 32.81 26.15 22.13 20.03 18.56 20.78 255 0 37 0 012 10.51 10.51 13.52 24.43 32.59 25.75 18.36 12.35 8.28 5.66 3.98 3.222.88 2.7 3.04 255 0 37 10 0 12.12 10.61 10.54 13.44 23.84 31.46 25.1418.13 12.33 8.35 5.75 4.06 3.3 2.98 2.79 3.12 137 0 15 0 0 21.62 20.1320.28 24.88 40.72 54.71 47.94 37.57 27.67 20.18 14.7 10.67 8.51 7.47 6.87.85 255 0 0 10 0 25.09 33.47 39.29 46.29 41.8 33.35 24.96 17.8 12.058.15 5.63 4 3.24 2.92 2.75 3.07 137 0 0 0 0 42.36 55.23 62.5 69.25 66.6559.32 49.34 38.67 28.67 21.06 15.44 11.29 9.04 7.97 7.25 8.36 255 0 5 00 23.02 27.52 30.71 36.86 40.11 35.24 26.61 19.06 12.98 8.83 6.1 4.363.52 3.18 2.96 3.33 137 0 0 10 0 40.22 50.7 56.12 61.45 59.81 54.0645.45 36.04 27.17 20.45 15.42 11.55 9.41 8.39 7.74 8.94 255 0 5 10 022.54 26.9 29.86 35.39 37.77 33.16 25.21 18.13 12.36 8.43 5.86 4.2 3.423.08 2.91 3.23 137 0 5 0 0 33.47 37.65 40.1 46 55.28 57.87 49.17 38.7228.82 21.33 15.77 11.61 9.34 8.24 7.5 8.64 58 0 5 21 0 36.5 38.36 39.0542.49 50.05 54.72 50.98 44.61 37.21 31.36 26.57 22.25 19.59 18.62 18.1120.72 255 0 0 58 255 15.79 17.11 15.95 12.91 8.94 5.89 3.88 2.96 2.512.5 2.76 3.05 3.39 3.46 3.35 3.84 58 0 0 47 50 36.3 39.41 37.24 33.5328.65 25.06 21.22 20.69 18.47 19.84 19.78 17.13 15.26 14.66 14.47 16.69255 0 0 26 50 25.01 31.19 33.32 33.73 28.38 23.21 18.23 14.95 11.15 8.636.43 4.7 3.82 3.45 3.23 3.64 17 0 0 0 12 57.89 68.91 69.89 66.72 60.7255.98 50.87 50.76 47.87 51.03 50.59 44.38 39.63 36.91 34.86 37.59 17 0 021 12 47.66 53.64 53.41 51.68 48.39 45.26 40.9 39.33 35.78 36.58 36.433.59 31.66 31.85 32.79 36.94 58 0 0 0 12 52.49 63.72 66.12 64.55 58.3652.62 46.17 43.38 37.69 35.11 30.28 24.03 20.17 18.12 16.71 18.78 255 00 0 12 25.52 34.22 39.82 45.12 38.8 30.49 22.77 16.78 11.5 7.94 5.493.88 3.12 2.81 2.62 2.95 255 0 0 10 12 25.13 32.96 37.81 42.41 37.0529.57 22.31 16.54 11.39 7.91 5.5 3.88 3.13 2.81 2.62 2.96 137 0 0 0 1240.81 52.3 57.05 58.92 52.46 45.02 36.82 30.9 23.78 18.85 14.27 10.378.25 7.22 6.54 7.59 255 0 0 10 255 15.54 17.1 15.73 12.23 8.04 5.1 3.362.6 2.27 2.26 2.49 2.77 3.1 3.18 3.04 3.45 137 0 0 0 137 31.83 36.6234.16 27.95 20.6 15.46 11.36 9.52 7.83 8.05 8.56 8.07 7.65 7.13 6.56 7.6255 0 0 0 137 23.89 29.27 29.82 26.97 20.45 15.31 11.13 8.81 6.73 5.875.1 4.1 3.5 3.18 2.97 3.36 137 0 0 10 137 31.04 35.23 32.9 27.25 20.3515.37 11.31 9.46 7.77 7.96 8.47 8.02 7.65 7.19 6.67 7.73 255 0 0 10 13723.2 28.07 28.45 25.85 19.73 14.77 10.73 8.46 6.46 5.63 4.9 3.99 3.443.13 2.95 3.32 137 0 0 0 50 38.62 47.31 47.14 42.34 33.92 28.09 22.8821.42 17.94 16.78 14.01 10.41 8.34 7.36 6.67 7.7 58 0 0 21 12 44.3950.58 51.24 50.51 46.95 43.09 37.86 34.88 29.92 27.73 24.59 20.31 17.5916.45 15.76 18.15 0 0 0 58 255 16.59 16.2 13.96 10.22 6.72 4.36 3.042.52 2.29 2.39 2.85 4.3 10.11 24.09 43.43 62.46 0 0 0 47 50 38.53 40.8337.66 33.35 28.48 25.04 21.39 21.42 19.8 23.38 26.42 25.19 24.13 25.0626.95 31.44 58 0 0 26 255 17.57 17.79 15.27 11.03 7.07 4.48 3.02 2.452.23 2.31 2.79 4.15 8.87 16.17 19.53 22.87 0 0 0 0 12 59.93 70.54 70.8466.83 60.79 56.3 51.71 52.87 51.78 59.75 65.75 63.02 59.77 57.69 55.958.02 0 0 0 21 12 49.13 54.54 53.95 52 48.85 46.06 42.17 41.38 38.7541.59 44.17 43.58 43.43 46.09 50.53 56.38 17 0 0 0 50 51.48 59.62 54.6445.18 35.63 30.09 25.33 26.51 25.3 32.41 36.91 31.51 27.16 24.73 23.0325.36 137 0 0 0 255 18.47 19.24 16.87 12.45 8.03 5.09 3.32 2.61 2.282.36 2.87 3.93 6.44 8.4 8.45 9.8 137 0 0 10 255 18.08 18.64 16.39 12.087.83 4.95 3.31 2.61 2.32 2.39 2.85 3.87 6.23 8.16 8.27 9.56 58 0 0 0 13736.78 40.94 36.64 28.69 20.89 15.67 11.57 9.98 8.53 9.62 11.75 12.9714.36 14.48 13.72 15.43 0 0 0 10 255 17.38 17.62 14.89 10.45 6.52 4.152.9 2.42 2.23 2.3 2.77 4.24 11.14 30.88 55.64 70.02 0 0 0 0 137 38.2841.8 36.28 27.48 19.62 14.58 10.69 9.36 8.12 9.73 13.16 16.55 21.6524.23 23.72 26.23 17 0 0 0 255 17.36 17.47 14.83 10.29 6.36 3.98 2.712.26 2.05 2.14 2.58 3.98 10.2 24.89 36.27 42.64 0 0 0 10 137 36.84 39.5634.4 26.57 19.26 14.44 10.59 9.24 8 9.55 12.93 16.29 21.3 24.23 24.3427.25 17 0 0 10 255 17.06 17.13 14.5 10.12 6.33 3.98 2.78 2.32 2.12 2.22.63 3.98 9.89 23.93 35.41 42.49 17 0 0 0 137 38.37 41.56 36.29 27.8220.05 14.94 10.95 9.52 8.22 9.72 12.86 15.68 19.43 20.93 20.22 22.46 170 0 21 50 43.74 48.27 44.56 38.17 31.16 26.7 22.48 22.98 21.46 26.2229.29 26.02 23.33 22.31 21.8 24.62 0 255 0 58 255 17.46 16.08 12.2 8.055.2 3.64 2.74 2.45 2.27 2.58 3.63 5.94 12.98 26.88 44.57 61.98 0 40 0 4750 36.85 38.31 34.08 28.41 22.91 19.43 16.19 16.65 15.7 20.61 25.8225.16 24.16 25 26.67 30.96 0 40 0 26 255 16.88 16.56 13.85 9.6 5.97 3.812.68 2.3 2.12 2.21 2.61 4 10.52 28.59 52.23 69.01 0 13 0 0 12 59.0767.82 66 59.44 51.5 46.25 41.35 43.26 42.83 54.25 65.2 63.25 59.8 57.5455.58 57.86 0 13 0 21 12 48.43 52.87 50.95 47.12 42.26 38.58 34.33 34.4932.61 37.89 42.92 42.78 42.61 45.31 49.76 55.82 0 13 0 0 50 52.21 58.351.57 40.94 31.46 26.21 21.87 23.43 22.9 32.68 42.87 38.72 34.14 31.529.53 32.12 0 13 0 0 255 17.26 17.29 14.42 9.91 6.07 3.87 2.76 2.36 2.222.28 2.69 4.04 10.97 32.39 59.78 73.84 0 13 0 10 255 17.94 17.84 15.0910.58 6.63 4.23 2.93 2.48 2.27 2.37 2.84 4.36 11.42 31.34 56.76 71.73 013 0 0 137 38.95 41.96 36.08 27.3 19.63 14.72 10.95 9.72 8.55 10.4114.22 17.9 23.37 26.31 25.84 28.36 0 255 0 10 255 19.1 17.87 13.4 8.795.62 3.97 2.97 2.67 2.46 2.82 4.06 6.75 15.4 34.55 57.64 71.7 0 93 0 0137 37.85 39.19 31.75 22.93 16.18 12.25 9.23 8.7 7.88 10.45 15.25 19.1824.5 27.15 26.6 29.03 0 93 0 0 255 19.57 19.33 15.96 11.12 7.08 4.643.25 2.71 2.46 2.62 3.32 5.3 13.35 34.54 60.05 72.82 0 93 0 10 137 36.4437.45 30.78 22.69 16.25 12.41 9.41 8.86 8 10.45 15.02 18.69 23.62 26.3926.43 29.13 0 93 0 10 255 19.49 19.17 15.9 11.13 7.15 4.69 3.24 2.722.44 2.61 3.31 5.32 13.24 33.25 57.89 72.13 0 40 0 0 137 37.82 40.3633.93 25.04 17.72 13.23 9.82 8.9 7.89 9.95 13.98 17.54 22.6 25.14 24.5927.05 0 13 0 21 50 44.1 48.2 43.31 36.03 28.88 24.57 20.62 21.52 20.5527.15 33.44 31.2 28.76 28.15 28.2 31.66 0 255 0 58 0 26.01 23.48 16.7511.18 7.61 5.96 4.78 5.26 5.27 9.84 23.33 30.44 32.95 38.72 51.24 65.870 40 0 47 0 40.14 42.04 39.76 36.79 33.27 30.48 26.9 26.61 24.75 28.4832.87 34.51 36.62 43.46 56.82 69.94 0 255 0 26 50 29.94 27.29 19.1712.68 8.62 6.74 5.41 6 6.04 11.34 27.22 33.38 32.42 32.13 32.37 35.53 013 0 0 0 62.03 72.47 73.49 70.76 66.17 62.76 59.21 60.87 60.85 70.0978.79 79.95 79.62 79.47 79.09 79.25 0 13 0 21 0 49.9 55 54.68 53.3150.99 48.78 45.28 44.32 41.74 44.67 48.18 49.56 51.47 57.23 66.64 74.330 40 0 0 12 56.41 63.53 58.38 48.75 39.32 33.8 29.05 31.27 31.32 45.4363.9 64 60.69 58.39 56.42 58.53 0 255 0 0 137 27.84 25.48 17.61 11.37.41 5.58 4.34 4.5 4.34 7.2 14.76 20.31 25.79 28.32 27.75 29.98 0 255 010 137 28.56 26.19 18.52 12.12 8.07 6.13 4.76 4.97 4.79 7.88 15.65 21.0226.18 28.88 28.84 31.39 0 93 0 0 50 46.11 48.03 38.03 27.46 19.89 16.113.13 14.48 14.47 24.03 41.12 40.33 36.09 33.51 31.57 34.05 0 255 0 10 029.64 26.54 17.56 11 7.19 5.55 4.44 4.96 5.04 10.32 33.64 56.91 63.367.32 72.28 76.62 0 93 0 0 0 51.43 54.06 43.57 31.74 23.04 18.7 15.3217.1 17.46 31.51 66.3 79.32 80.19 80.39 79.88 79.93 0 255 0 0 12 30.2127.06 17.77 11.08 7.28 5.66 4.55 5.08 5.16 10.46 34.35 57.2 59.68 58.0756.11 58.16 0 93 0 10 0 48.23 49.86 40.77 30.28 22.28 18.15 14.87 16.4616.66 28.97 55.98 65.58 67.55 70.9 75.03 78.09 0 255 0 10 12 29.25 25.8917.01 10.55 6.83 5.25 4.18 4.67 4.74 9.75 31.11 48.59 50.92 51.79 53.0956.85 0 93 0 0 12 50.67 53.32 42.66 31.07 22.72 18.53 15.26 16.91 17.1429.72 57.94 64.19 61.42 59.05 57.07 59.02 0 40 0 21 12 47.82 51.65 47.641.35 34.82 30.62 26.51 27.5 26.54 34.44 43.42 43.99 43.74 46.22 50.4956.17 0 255 255 58 0 4.59 3.32 3.1 3.66 6.3 8.07 6.84 7.54 7.56 13.1827.44 34.38 36.81 42.25 53.77 67.37 0 40 15 47 0 23.6 21.34 20.21 21.4426.51 29.62 26.83 26.65 24.83 28.65 33.15 34.79 36.9 43.67 56.99 70.08 0255 15 26 0 21.1 17.8 13.52 10.17 7.76 6.31 5.11 5.67 5.74 11.12 30.6945.56 49.82 55.35 64.6 72.81 0 13 5 0 0 46.78 49.9 49.78 50.67 55.4559.81 57.57 59.52 59.58 69.06 78 79.3 79.04 78.95 78.59 78.8 0 13 5 21 039.85 40.6 39.93 40.96 45.16 48.06 45.35 44.58 42.06 45.04 48.54 49.9251.84 57.6 67.06 74.64 0 40 5 0 0 43.9 45.39 43.12 41.05 41.19 40.6736.44 39.09 39.51 55.23 76.09 80.13 79.89 79.51 78.95 78.94 0 255 5 0 026.01 22.6 15.56 10.32 7.1 5.58 4.47 4.99 5.11 10.54 36.52 68.51 77.1778.05 77.6 77.96 0 255 5 10 0 26.6 23.29 16.33 10.97 7.6 5.99 4.82 5.375.47 10.98 34.24 57.11 63.27 67.18 72.18 76.24 0 93 5 0 0 40.63 39.6533.52 27.35 22.77 19.67 16.34 18.17 18.53 32.61 67.08 79.84 80.53 80.2479.68 79.56 0 255 255 10 0 4.55 3.31 3.1 3.62 6.22 8.02 6.8 7.56 7.6814.13 37.32 58.47 64.21 68.11 72.93 76.95 0 93 37 0 0 15.09 11.91 10.8712 16.85 19.16 16.37 18.23 18.56 32.4 66.77 79.88 80.72 80.34 79.6979.63 0 255 37 0 0 14.79 11.57 9.28 8.06 7.27 6.28 5.12 5.7 5.82 11.5737.82 69.19 77.69 78.57 78.09 78.56 0 93 37 10 0 14.57 11.56 10.57 11.6916.28 18.45 15.8 17.41 17.54 29.26 54.3 63.03 64.89 68.38 73.34 77.17 0255 37 10 0 14.21 11.02 8.84 7.66 6.81 5.82 4.71 5.25 5.33 10.67 33.8156.64 62.89 66.95 71.99 76.25 0 93 15 0 0 25.75 22.56 19.98 19.08 19.8518.91 15.82 17.63 17.98 31.88 66.14 79.09 80.04 79.99 79.4 79.53 0 40 521 0 36.85 36.39 34.44 33.71 34.75 34.41 30.64 31.59 30.53 38.41 47.5349.95 51.84 57.54 66.89 74.51 0 40 255 26 0 3.38 2.66 2.54 3.05 8.3228.04 32.35 33.95 32.99 39.21 46.17 48.25 50.21 55.97 65.84 74.56 0 1315 0 0 28.81 26.7 26.19 29.38 42.4 57.52 57.29 59.66 59.88 69.73 78.8980.24 80.03 79.9 79.39 79.65 0 13 255 0 0 3.37 2.69 2.58 3.02 8.42 37.2952.81 57.96 58.91 68.92 77.94 79.31 79.22 79.21 78.7 79.18 0 13 255 10 03.15 2.5 2.46 2.87 8 35.13 48.2 51.14 50.3 55.54 60.51 61.91 63.27 67.1272.47 76.9 0 13 37 0 0 14.09 11.33 10.88 13.44 27.43 53.12 56.32 59.1759.5 69.41 78.59 79.84 79.54 79.37 78.79 79.05 0 93 255 0 0 4.1 3.1 2.923.59 9.02 21.52 21.53 23.67 24.04 37.07 67.75 79.09 79.6 79.11 78.3578.65 0 93 255 10 0 4.06 3.06 2.92 3.57 8.86 20.72 20.68 22.55 22.6933.73 55.56 62.62 63.95 66.91 71.2 74.91 0 40 37 0 0 15.16 12.53 11.8813.98 24.44 38.11 36.64 39.57 40 55.41 75.7 79.18 78.52 77.88 77.1 77.440 13 15 21 0 26.77 24.8 24.2 26.8 36.81 46.97 45.67 44.99 42.39 45.0448.2 49.37 51.14 56.73 65.86 73.52 0 0 0 178 0 9.63 8.92 8.41 8.41 8.558.31 7.26 5.95 4.81 4.34 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0 4.15 3.14 3.01 3.75 10.11 33.6 40.41 34.89 27.89 22.34 17.94 14.3112.14 11.11 10.43 11.82 137 0 37 53 0 13.58 11.34 11.02 13.6 24.2 35.8133.04 27.16 21.13 16.71 13.39 10.63 9.03 8.41 8.05 9.4 137 0 255 44 04.16 3.18 3.03 3.78 9.87 31.46 36.8 31.76 25.48 20.56 16.7 13.43 11.4810.61 10.05 11.47 58 0 37 35 0 14.02 11.49 11.07 13.7 26.04 44.42 44.6839.52 33.19 28.42 24.77 21.45 19.42 18.96 19.02 21.89 17 0 15 66 0 19.8517.86 17.32 19.45 26.58 32.36 30.76 27.19 23.19 21.08 20.44 20.31 20.9524.52 31.41 40.4 0 0 0 8 0 58.04 66.7 69.08 70.51 71.29 71.39 70.2568.13 65.29 63.83 63.43 63.77 64.84 68.17 72.72 76.27 0 0 2 0 0 57.6165.61 68.15 70.89 76.19 80.99 81.72 81.44 80.75 80.43 79.96 79.58 79.2279.24 79 79.27 7 0 2 0 0 55.91 63.67 66.32 69.5 75.45 80.39 80.47 78.9876.36 73.41 69.78 65.72 62.58 60.77 59.21 61.2 0 0 2 8 0 52.4 58.3859.95 62.4 67.49 71.71 71.36 69.39 66.57 65.1 64.71 65.05 66.1 69.574.17 77.65 7 0 2 8 0 51.72 58.02 59.78 62.42 67.22 70.82 69.77 66.962.82 59.68 57.14 54.75 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0 48.25 55.37 58.48 63.21 69.71 72.32 67.69 60.03 50.5641.64 33.78 27.14 23.14 21.04 19.56 21.85 17 0 0 8 0 56.42 65.7 68.5370.4 70.95 70.3 67.91 63.91 58.52 53.77 49.39 45.08 42.22 41.46 41.344.94 33 0 2 0 0 52.75 60.68 63.78 67.5 72.81 76.12 73.7 68.65 61.4853.84 46.19 39.02 34.34 31.8 29.9 32.65 33 0 2 8 0 46.98 52.78 54.9358.36 63.7 66.66 64 58.88 52.1 45.84 40.12 34.7 31.2 29.69 28.76 31.9 170 2 8 0 49.91 55.51 57.43 60.27 65.03 68.28 66.58 62.78 57.47 52.7948.51 44.22 41.39 40.62 40.44 44.05 255 0 73 0 0 8.61 6.9 6.76 8.7618.61 31.35 26.35 19.23 13.24 9.08 6.32 4.5 3.64 3.25 3.05 3.42 255 0 734 0 8.89 7.27 7.05 9.16 18.98 31.26 26.35 19.37 13.42 9.28 6.49 4.633.73 3.35 3.13 3.52 205 0 37 0 0 12.86 10.89 10.77 13.7 26.85 43.5237.74 28.44 20.26 14.36 10.23 7.33 5.83 5.12 4.69 5.38 255 0 73 18 08.67 6.96 6.79 8.81 18.28 29.63 25 18.43 12.77 8.82 6.18 4.42 3.57 3.212.99 3.38 255 0 73 10 0 8.55 6.86 6.69 8.7 18.36 30.27 25.43 18.62 12.848.8 6.13 4.35 3.5 3.14 2.92 3.31 205 0 37 10 0 13.03 11.2 11.06 13.9426.22 40.74 35.34 26.78 19.14 13.61 9.73 6.97 5.55 4.91 4.5 5.23 90 0 150 0 24.82 23.29 23.48 27.98 44.5 62.26 58.31 48.87 38.47 29.78 22.9217.56 14.49 12.95 11.88 13.48 137 0 22 0 0 18.91 17.01 17 20.98 36.6154.34 48.65 38.29 28.32 20.75 15.23 11.15 8.96 7.88 7.18 8.26 137 0 22 40 18.82 16.88 16.82 20.67 35.66 52.16 46.62 36.75 27.19 19.95 14.6410.69 8.57 7.54 6.88 7.97 255 0 22 0 0 15.43 15.01 15.39 19.2 29.4633.62 26.07 18.62 12.59 8.49 5.83 4.12 3.33 3.01 2.81 3.17 255 0 22 4 015.24 14.75 15.09 18.84 28.97 32.96 25.55 18.22 12.29 8.27 5.68 4.023.24 2.94 2.75 3.08 205 0 15 0 0 21.04 21.19 21.98 26.68 39.03 46.3137.88 28.14 19.76 13.79 9.65 6.79 5.35 4.7 4.29 4.96 255 0 37 4 0 12.4711 10.94 13.95 24.9 33.26 26.59 19.18 13.07 8.87 6.12 4.36 3.53 3.2 33.36 205 0 22 0 0 17.46 16.21 16.39 20.38 34.14 45.81 38.11 28.34 19.9113.89 9.73 6.88 5.43 4.79 4.38 5.04 205 0 22 4 0 17.58 16.6 16.87 20.7533.51 44.21 36.89 27.52 19.36 13.56 9.53 6.75 5.34 4.7 4.31 4.99 205 037 4 0 12.05 10.03 9.88 12.74 25.75 41.93 36.21 27.16 19.15 13.44 9.476.69 5.28 4.66 4.27 4.94 255 0 0 4 0 25.78 34.5 40.85 48.59 43.67 34.5325.59 18.03 12.06 8.05 5.48 3.86 3.13 2.84 2.65 2.98 205 0 0 0 0 34.1745.59 53.28 61.63 57.59 48.2 37.4 27.32 18.89 12.97 8.97 6.25 4.93 4.333.95 4.57 255 0 2 0 0 24.52 31.39 36.31 43.55 42.53 34.93 25.96 18.3312.27 8.21 5.61 3.99 3.24 2.94 2.76 3.1 205 0 0 4 0 33.55 44.06 50.9258.39 54.82 46.22 36.15 26.66 18.64 13 9.14 6.51 5.2 4.61 4.25 4.87 2550 2 4 0 24.14 30.54 34.94 41.79 41.45 34.36 25.64 18.15 12.2 8.21 5.644.02 3.28 2.97 2.78 3.12 205 0 2 0 0 31.77 40.5 46.09 53.5 54.21 47.937.59 27.7 19.35 13.43 9.38 6.61 5.21 4.58 4.19 4.83 255 0 0 18 0 24.8232.32 37.33 43.35 39.69 32.25 24.4 17.53 11.92 8.11 5.62 4.01 3.24 2.932.74 3.11 205 0 0 18 0 32.01 40.7 45.66 51.18 48.89 42.41 33.94 25.5718.26 13.03 9.37 6.77 5.44 4.84 4.48 5.18 255 0 2 18 0 23.97 29.77 33.5539.23 38.75 32.75 24.97 18.02 12.33 8.45 5.92 4.26 3.47 3.15 2.97 3.33205 0 0 10 0 32.68 42.69 48.66 55.09 52.19 44.74 35.48 26.49 18.73 13.219.38 6.73 5.37 4.76 4.39 5.06 255 0 2 10 0 24.17 30.56 34.69 40.92 40.4633.91 25.64 18.34 12.44 8.43 5.8 4.11 3.31 2.98 2.81 3.16 205 0 2 10 030.35 37.98 42.48 48.56 49.25 44.07 35.09 26.17 18.47 12.99 9.19 6.565.21 4.61 4.25 4.93 90 0 0 0 0 49.37 62.41 68.89 74.12 72.76 67.74 59.7549.84 39.3 30.46 23.45 17.93 14.78 13.19 12.11 13.77 90 0 0 4 0 47.5159.02 64.53 69.19 68.07 63.53 56.06 46.8 37 28.9 22.44 17.31 14.35 12.8711.9 13.55 90 0 2 0 0 42.94 50.64 54.39 60.14 66.11 66.31 58.97 49.1438.59 29.75 22.76 17.29 14.16 12.59 11.53 13.16 137 0 0 4 0 40.95 52.3858.75 64.94 62.89 56.34 47.04 36.96 27.54 20.38 15.09 11.13 8.96 7.927.23 8.37 137 0 2 0 0 38.3 46.33 50.92 57.48 61.39 58.42 49.02 38.4428.57 21.05 15.51 11.41 9.2 8.12 7.41 8.56 137 0 2 4 0 37.17 44.39 48.3754.31 58.33 55.94 47.2 37.19 27.71 20.49 15.11 11.09 8.91 7.87 7.17 8.33255 0 8 0 0 20.93 23.91 26.07 31.62 37.53 34.82 26.31 18.7 12.61 8.485.8 4.09 3.31 2.99 2.8 3.16 255 0 8 4 0 20.34 22.88 24.81 30.1 36.0533.6 25.4 18.01 12.12 8.14 5.58 3.98 3.23 2.92 2.76 3.1 205 0 8 0 025.51 28.3 30.35 36.07 45.47 47.01 37.81 28.1 19.77 13.8 9.66 6.81 5.374.72 4.34 5.02 255 0 5 4 0 22.14 26.24 29.09 34.89 38.1 33.56 25.31 1812.12 8.13 5.54 3.9 3.14 2.82 2.64 2.98 205 0 5 0 0 27.5 31.69 34.6641.1 48.04 46.58 36.99 27.35 19.2 13.4 9.41 6.66 5.27 4.65 4.27 4.92 2050 5 4 0 28.15 32.8 35.78 41.86 47.52 45.51 36.28 26.98 19.03 13.36 9.426.69 5.3 4.67 4.3 4.96 205 0 2 4 0 30.83 38.31 43.13 49.83 50.92 45.335.76 26.55 18.73 13.15 9.29 6.58 5.23 4.6 4.22 4.9 17 0 2 41 0 38.5639.89 39.91 41.77 45.38 47.23 44.66 40.28 35.13 31.99 30.33 29.08 28.8131.25 35.52 41.89 58 0 8 30 0 29.8 29.18 29.15 32.65 42.2 49.29 46.1640.2 33.41 28.23 24.16 20.49 18.24 17.62 17.48 20.23 33 0 5 21 0 36.937.92 38.4 41.72 49.98 56.02 53.59 48.42 42 37.01 33 29.22 26.9 26.5626.89 30.62 137 0 22 23 0 17.41 15.53 15.37 18.79 31.52 44.08 39.3831.43 23.64 17.77 13.43 10.1 8.23 7.4 6.87 7.99 58 0 8 8 0 33.33 33.4533.97 38.59 51.94 63.24 60.32 53.41 44.88 37.33 30.84 25.15 21.68 20.0118.91 21.3 137 0 8 8 0 28.3 29.53 30.69 35.61 46.84 52.56 45.29 35.8726.83 19.97 14.88 11.02 8.93 7.92 7.26 8.42 137 0 15 15 0 22.5 21.4721.74 25.91 38.75 48.65 42.83 34.23 25.84 19.46 14.72 11.03 8.99 8.067.43 8.59 90 0 8 8 0 31.33 32.12 32.92 37.65 49.99 58.46 53.29 44.7835.56 27.99 21.97 17.08 14.24 12.84 11.95 13.62 90 0 15 15 0 23.93 22.1622.13 26.21 40.11 53.44 49.71 41.98 33.5 26.63 21.19 16.67 14 12.7811.95 13.71 33 0 2 21 0 43.24 47.26 48.43 51.1 55.45 57.5 54.51 49.3743.07 38.16 34.2 30.46 28.12 27.77 28.11 31.8 90 0 8 0 0 31.45 31.9832.77 38.11 52.83 63.84 58.4 49 38.77 30.18 23.35 17.96 14.86 13.3112.23 13.88 58 0 2 8 0 45.59 51.72 54.18 58.05 62.9 64.44 59.96 52.9144.42 36.94 30.47 24.83 21.4 19.74 18.68 21.09 90 0 5 0 0 36.04 38.7440.47 46.07 57.87 64.34 58.02 48.46 38.12 29.5 22.67 17.27 14.2 12.6411.58 13.21 137 0 8 0 0 29.99 31.76 33.29 38.7 50.38 56.55 48.69 38.428.55 21.02 15.48 11.34 9.1 8.01 7.29 8.44 90 0 5 8 0 35.11 37.76 39.244.13 53.92 58.62 52.85 44.32 35.17 27.67 21.7 16.85 14.04 12.68 11.7513.43 58 0 5 8 0 37.61 39.66 40.72 45.25 55.74 62.98 59.48 52.75 44.4637.14 30.8 25.2 21.78 20.15 19.06 21.46 33 0 0 30 0 44.65 49.9 51.1252.77 53.47 52.69 49.19 44.08 38.03 33.72 30.51 27.48 25.67 25.92 26.931.02 58 0 2 30 0 38.04 41.34 42.34 45.09 49.07 50.19 46.16 40.21 33.4728.35 24.26 20.52 18.24 17.54 17.34 20.15 90 0 0 23 0 41.98 49.48 52.4355.41 55.04 52 46.09 38.76 31.03 24.96 20.1 15.98 13.53 12.45 11.7913.62 137 0 2 23 0 34.11 39.14 41.56 45.75 48.52 46.61 39.75 31.78 24.118.34 13.98 10.58 8.68 7.82 7.3 8.51 58 0 0 15 0 47.57 55.32 58.31 6161.12 59.05 54.2 47.5 39.72 33.22 27.76 22.88 19.9 18.6 17.83 20.33 1370 5 15 0 30.5 32.98 34.52 39.31 47.06 48.87 41.88 33.26 25 18.79 14.1510.59 8.62 7.71 7.13 8.28 90 0 2 15 0 39.39 44.42 46.75 50.93 55.1655.14 49.22 41.39 33.08 26.42 21.07 16.63 14.02 12.8 11.99 13.7 255 0 2218 0 15.33 14.81 15.16 18.75 27.83 30.94 24.2 17.43 11.87 8.08 5.63 4.033.27 2.99 2.8 3.14 255 0 8 18 0 20.46 22.67 24.37 29.09 34.15 31.7724.35 17.5 11.9 8.1 5.65 4.04 3.31 3.01 2.81 3.17 255 0 15 10 0 17.8118.38 19.22 23.41 31.66 32.62 25.08 17.92 12.1 8.17 5.62 4.01 3.25 2.942.77 3.11 137 0 8 23 0 27.32 27.93 28.66 32.87 42.19 46.37 40.27 32.3424.6 18.77 14.36 10.92 9 8.09 7.54 8.78 255 0 0 105 255 14.97 15.6 14.5612.14 8.76 5.9 3.9 2.93 2.46 2.45 2.71 3.01 3.35 3.5 3.44 4.03 58 0 0 8850 26.42 26.48 24.99 23.69 21.77 19.85 17.1 15.82 13.65 13.62 13.5 12.5512 12.69 14.07 17.17 255 0 0 58 50 23.06 27.35 28.57 28.91 25.21 21.1616.84 13.77 10.29 8 6.02 4.43 3.63 3.3 3.09 3.54 17 0 0 54 12 37.2139.43 38.53 37.82 36.48 34.68 31.19 28.88 25.36 24.88 24.77 23.8 23.5125.7 29.63 35.69 17 0 0 77 12 27.99 28.17 27.22 26.97 26.6 25.59 22.9220.52 17.51 16.63 16.58 16.47 16.93 19.98 25.84 33.78 58 0 0 47 12 37.8141.5 41.29 40.9 39.05 36.53 32.34 29.37 25.11 23.28 21.3 18.55 16.8116.55 16.78 19.6 255 0 0 26 12 25.17 31.96 35.72 39.41 35.23 28.98 22.4216.96 11.94 8.49 6.02 4.32 3.5 3.16 2.95 3.37 255 0 0 44 12 23.8 29.4632.32 35.26 32.07 26.87 21.02 16 11.34 8.15 5.88 4.26 3.5 3.17 2.98 3.39137 0 0 35 12 34.01 40.04 41.68 42.65 39.85 35.74 30.06 25.42 19.9716.32 13.02 10.01 8.3 7.54 7.1 8.32 255 0 0 44 255 16.27 17.59 16.3413.06 8.93 5.85 3.88 2.98 2.56 2.56 2.83 3.14 3.51 3.59 3.44 3.92 137 00 35 137 29.21 32.33 30.33 25.86 20.04 15.53 11.66 9.81 8.1 8.24 8.728.32 8.01 7.65 7.22 8.36 255 0 0 26 137 23.07 27.57 27.91 25.65 20.0815.35 11.33 9.01 6.91 6.02 5.25 4.24 3.64 3.32 3.12 3.56 137 0 0 53 13727.69 30.19 28.36 24.51 19.33 15.09 11.34 9.51 7.8 7.88 8.31 7.95 7.687.41 7.09 8.32 255 0 0 44 137 22.31 26.33 26.55 24.6 19.58 15.15 11.268.95 6.85 5.93 5.11 4.11 3.52 3.21 3.02 3.43 137 0 0 35 50 33.3 38.2637.72 35.02 29.7 25.42 21.08 19.48 16.29 15.18 12.99 10.08 8.34 7.547.05 8.22 58 0 0 66 12 30.32 31.53 30.98 30.84 29.97 28.38 25.12 22.418.9 17.41 16.27 14.74 13.87 14.42 15.6 18.9 7 0 0 0 5 60.79 71.3 73.773 69.99 67.25 63.93 63.67 61.36 63.2 62.44 57.55 53.5 51.13 49.2 51.747 0 0 8 5 55.64 63.89 65.43 65.07 63.05 60.86 57.51 56.07 52.74 53.1452.5 49.38 47.07 46.9 47.43 51.21 17 0 0 0 5 59.75 70.54 73.33 72.9469.81 66.68 62.76 61.53 57.83 57.32 54.05 47.63 42.9 40.23 38.19 40.95 70 0 41 5 43.06 45.84 45.61 45.53 45.11 43.88 40.63 37.64 33.52 32.4332.24 31.75 32.13 35.67 41.93 49.57 7 0 0 21 5 49.75 54.9 55.38 55.19 5452.28 48.88 46.49 42.54 42 41.64 40.07 39.32 41.24 44.65 50.12 17 0 0 215 49.3 55.19 55.89 55.99 54.73 52.84 49.1 46.19 41.64 40.01 38.29 35.4133.58 34.07 35.42 39.92 58 0 0 0 5 53.48 65.11 69.04 70.23 66.56 61.9155.75 51.04 43.74 38.22 31.81 25.28 21.31 19.25 17.75 19.94 33 0 0 0 556.93 68.01 71.29 71.37 67.98 64.2 59.33 56.58 51.15 48.08 42.87 36.0231.46 28.93 27.11 29.75 33 0 0 8 5 52.95 62.1 64.29 64.41 62.02 58.9854.41 51.27 45.84 42.97 38.84 33.4 29.77 28.17 27.2 30.18 33 0 0 0 2453.75 63.71 62.77 56.94 48.56 42.66 37.02 37.23 34.47 38.06 37.58 31.2526.75 24.3 22.6 25.02 33 0 0 8 24 50.14 58.28 57.24 52.57 45.64 40.5135.26 35.03 32.16 34.84 34.41 29.27 25.58 23.79 22.63 25.23 58 0 0 0 2450.43 60.72 60.88 56.12 47.91 41.77 35.76 34.91 31.11 31.75 29.04 23.1419.38 17.38 16.03 18.02 17 0 0 8 12 52.72 60.99 61.26 58.83 54.09 50.1345.38 44.62 41.43 43.47 43.21 38.63 35.14 33.75 32.92 36.19 33 0 0 0 1255.43 66.16 67.61 64.99 59.04 54.01 48.5 47.46 43.42 43.92 40.96 34.2529.63 27.11 25.33 27.88 33 0 0 8 12 51.3 59.88 60.64 58.68 54 49.8244.74 43.18 39.05 38.95 36.51 31.18 27.51 25.84 24.77 27.64 17 0 0 8 553.71 62.52 64.34 64.31 62.25 59.79 55.99 53.82 49.61 48.54 46.24 41.8638.72 37.63 37.11 40.52 255 0 0 0 5 25.93 34.65 40.8 47.41 41.86 33.1324.76 17.93 12.19 8.31 5.71 4.02 3.24 2.89 2.71 3.06 255 0 0 4 5 25.634.26 40.04 46.43 41.17 32.74 24.55 17.77 12.1 8.24 5.67 4.02 3.23 2.932.72 3.07 205 0 0 0 5 33.63 44.66 51.19 57.08 52.07 43.66 34.33 26.218.69 13.36 9.45 6.64 5.23 4.59 4.19 4.85 255 0 0 18 5 24.37 31.8 36.4241.51 37.39 30.31 22.97 16.75 11.47 7.87 5.48 3.9 3.15 2.84 2.67 3.01255 0 0 10 5 24.96 32.95 38.16 43.84 39.13 31.34 23.6 17.14 11.7 8 5.533.93 3.18 2.89 2.71 3.03 205 0 0 10 5 32.1 41.42 46.54 51.24 47.31 40.2231.89 24.52 17.61 12.74 9.14 6.51 5.18 4.56 4.22 4.89 90 0 0 0 5 47.7259.49 64.41 66.96 62.98 57.19 49.69 43.13 34.87 28.49 22.48 17.21 14.1712.62 11.58 13.19 137 0 0 0 5 41.3 52.85 58.82 63.1 58.61 51.35 42.4534.49 26.05 19.82 14.74 10.74 8.57 7.52 6.84 7.94 137 0 0 4 5 40.0150.56 55.81 59.75 55.85 49.19 40.78 33.16 25.12 19.18 14.34 10.48 8.397.38 6.71 7.81 255 0 0 0 24 25.84 33.88 38.44 41.66 35.07 27.81 21.1616.35 11.57 8.3 5.85 4.14 3.34 3 2.8 3.16 255 0 0 4 24 25.46 33.29 37.7340.94 34.49 27.29 20.69 15.88 11.21 8.07 5.74 4.12 3.36 3.03 2.86 3.18205 0 0 0 24 33.91 43.8 47.94 48.98 41.48 34.04 26.87 22.25 16.73 13.059.69 6.93 5.5 4.87 4.48 5.12 255 0 0 4 12 25.94 34.28 39.51 44.44 38.5430.62 23.14 17.24 11.95 8.35 5.84 4.16 3.37 3.04 2.84 3.2 205 0 0 0 1233.74 44.22 49.69 53.38 46.96 38.91 30.63 24.29 17.75 13.18 9.54 6.775.37 4.74 4.32 4.99 205 0 0 4 12 33.06 43.02 48.07 51.56 45.77 38.1730.14 23.86 17.43 12.97 9.42 6.73 5.34 4.73 4.35 5 205 0 0 4 5 33.7744.25 50.25 55.63 51.03 43.08 34.14 26.3 18.96 13.75 9.87 7.02 5.56 4.94.49 5.18 255 0 0 4 255 15.69 17.35 15.99 12.41 8.18 5.22 3.44 2.66 2.32.31 2.54 2.82 3.15 3.21 3.08 3.45 205 0 0 0 201 23.74 27.22 26.2 21.6515.27 10.25 6.74 4.92 3.92 3.85 4.29 4.67 5.12 5.12 4.8 5.54 255 0 0 0201 20.73 24.73 24.85 21.74 15.68 10.72 7.15 5.2 4.06 3.77 3.79 3.6 3.463.29 3.13 3.48 205 0 0 4 201 23.38 26.66 25.62 21.15 14.89 9.95 6.514.72 3.75 3.7 4.14 4.54 5 5.01 4.7 5.44 255 0 0 4 201 20.7 24.59 24.6521.63 15.67 10.71 7.09 5.11 3.94 3.65 3.69 3.5 3.37 3.2 2.99 3.43 205 00 0 137 29 34.23 33.07 28.19 21.15 15.97 11.78 9.73 7.83 7.52 7.29 6.365.72 5.24 4.83 5.56 255 0 0 18 255 16.15 17.67 16.37 12.9 8.63 5.55 3.652.8 2.41 2.41 2.68 2.97 3.32 3.39 3.25 3.7 205 0 0 18 201 22.84 25.724.59 20.45 14.57 9.81 6.43 4.68 3.74 3.69 4.15 4.59 5.09 5.16 4.89 5.68255 0 0 18 201 19.65 23.2 23.23 20.31 14.74 10.03 6.61 4.75 3.68 3.423.47 3.32 3.21 3.04 2.89 3.26 205 0 0 10 201 22.82 25.87 24.81 20.5314.48 9.7 6.35 4.63 3.68 3.62 4.05 4.42 4.84 4.83 4.54 5.26 255 0 0 10201 20.04 23.73 23.8 20.8 14.98 10.14 6.66 4.77 3.69 3.44 3.47 3.33 3.23.05 2.9 3.24 205 0 0 10 137 27.7 32.36 31.15 26.62 20.02 15.08 11.069.09 7.27 7 6.81 5.94 5.32 4.9 4.53 5.23 90 0 0 0 110 38.99 44.52 40.2232.41 24.6 19.89 15.96 15.56 13.93 15.88 16.54 14.06 12.22 11.07 10.2111.6 90 0 0 4 110 38.4 43.47 39.37 31.98 24.47 19.83 15.94 15.4 13.7415.46 16.08 13.83 12.18 11.15 10.33 11.7 90 0 0 0 50 43.32 51.69 49.9743.62 34.99 29.43 24.49 24.01 21.22 21.94 19.93 15.54 12.83 11.43 10.511.93 137 0 0 4 137 32.07 36.62 34.22 28.35 21.3 16.25 12.13 10.25 8.488.67 9.13 8.61 8.16 7.64 7.06 8.12 137 0 0 0 110 35.73 41.69 38.87 32.3424.79 20.03 16.02 15.09 13.02 13.48 12.75 10.31 8.72 7.8 7.15 8.2 137 00 4 110 35.33 40.96 38.28 31.97 24.51 19.72 15.69 14.68 12.58 12.9212.15 9.75 8.2 7.34 6.73 7.75 255 0 0 0 110 26.17 32.43 33.32 30.9224.27 19.27 14.98 12.79 9.95 8.36 6.61 4.88 3.97 3.56 3.31 3.74 255 0 04 110 25.59 31.73 32.6 30.27 23.79 18.83 14.56 12.36 9.54 7.98 6.29 4.673.82 3.43 3.19 3.61 205 0 0 0 50 32.52 41.28 42.76 40.04 31.9 25.8 20.3617.93 14.03 11.88 9.17 6.55 5.19 4.56 4.19 4.82 255 0 0 4 137 23.8329.07 29.71 27.18 20.88 15.8 11.61 9.21 7.06 6.11 5.27 4.22 3.61 3.283.08 3.46 205 0 0 0 110 31.44 37.94 36.71 31.59 24.26 19.35 15.21 13.7611.33 10.74 9.33 7.17 5.89 5.25 4.82 5.53 205 0 0 4 110 30.82 37.0935.88 31.07 23.95 19.14 15.04 13.57 11.12 10.45 9.01 6.86 5.61 4.97 4.575.26 205 0 0 4 137 28.71 33.9 32.71 27.84 20.84 15.67 11.5 9.43 7.557.24 7.05 6.19 5.59 5.14 4.75 5.47 17 0 0 41 5 42.03 45.49 45.37 45.4544.9 43.53 40.02 36.71 32.22 30.54 29.57 28.13 27.55 29.58 33.17 39.0958 0 0 30 5 41.77 47.53 48.58 49.29 48.05 45.56 40.85 36.38 30.6 26.9523.54 19.85 17.57 16.87 16.63 19.3 33 0 0 21 5 47.54 54.21 55.22 55.5454.17 51.89 47.62 43.92 38.53 35.68 32.67 28.83 26.33 25.82 25.97 29.52137 0 0 23 5 36.42 44.12 47.16 49.82 47.49 42.74 35.83 29.21 22.29 17.3213.33 10.05 8.23 7.42 6.91 8.03 58 0 0 8 5 49.98 59.84 62.64 63.58 60.8656.93 51.13 46.27 39.36 34.51 29.24 23.7 20.27 18.61 17.49 19.76 137 0 08 24 38.4 47.73 49.94 48.91 42.27 36.11 29.71 26.21 21.02 17.89 14.2210.61 8.58 7.62 6.99 8.06 137 0 0 15 12 37.45 46.13 49.06 50.31 45.840.09 33.18 27.94 21.69 17.44 13.51 10.07 8.17 7.27 6.7 7.78 90 0 0 8 1244.83 54.62 57.17 57.05 51.92 46.35 39.71 35.52 29.34 25.39 20.81 16.1613.4 12.04 11.15 12.75 90 0 0 15 5 43.56 52.46 55.39 57.14 54.52 50.0643.56 37.58 30.38 25.14 20.3 15.88 13.29 12.08 11.3 12.99 33 0 0 21 1246.69 52.75 52.72 51.19 47.71 44.28 39.58 37.56 33.47 33.11 31.48 27.7225.12 24.43 24.28 27.55 90 0 0 0 12 46.98 58.73 62.03 61.64 55.21 48.7341.55 37.36 30.83 26.65 21.56 16.42 13.45 11.95 10.91 12.45 58 0 0 8 2447.32 55.4 55.07 50.94 43.9 38.46 32.92 31.87 28.25 28.69 26.44 21.4518.22 16.62 15.55 17.6 90 0 0 0 24 46.3 56.74 58.1 54.84 46.82 40.4434.14 31.97 27.27 25.41 21.54 16.65 13.71 12.21 11.2 12.7 137 0 0 0 2439.88 50.43 53.17 51.84 43.98 37.07 30.27 26.74 21.37 18.11 14.23 10.478.38 7.36 6.71 7.74 90 0 0 8 24 44.13 52.72 53.49 50.71 43.8 38.07 32.1729.98 25.51 23.75 20.3 15.86 13.17 11.83 10.95 12.46 58 0 0 8 12 49.5958.29 59.75 58.38 53.32 48.38 42.47 39.74 34.47 32.23 28.27 22.93 19.5617.95 16.87 19.09 33 0 0 30 24 42.74 46.83 45.58 42.8 38.48 34.77 30.329.23 26.15 27.18 26.81 23.73 21.58 21.22 21.42 24.64 58 0 0 30 24 40.8945.76 45.04 42.66 38.2 34.24 29.52 27.85 24.26 23.92 22.24 18.73 16.4215.61 15.25 17.62 90 0 0 23 110 36.53 40.1 36.65 30.62 24.13 19.94 16.2315.65 13.95 15.41 15.86 13.77 12.24 11.35 10.7 12.14 137 0 0 23 11033.58 37.95 35.57 30.47 24.12 19.78 15.94 14.9 12.79 13.08 12.36 10.118.62 7.84 7.28 8.38 58 0 0 15 50 43.18 48.93 46.06 39.89 32.48 27.6323.14 23.15 20.99 23.45 23.27 19.14 16.34 14.98 14.11 16.03 137 0 0 1550 36.97 43.79 43.38 39.72 32.86 27.78 22.9 21.35 17.93 16.81 14.2710.89 8.91 7.98 7.37 8.48 90 0 0 15 50 40.87 47.3 45.67 40.72 33.6828.81 24.19 23.48 20.71 21.16 19.43 15.55 13.08 11.88 11.09 12.62 255 00 18 24 25.1 32.12 35.67 38.27 33.02 26.76 20.62 15.97 11.39 8.26 5.94.22 3.41 3.06 2.87 3.24 255 0 0 18 110 24.95 30.4 31.05 28.96 23.1418.52 14.41 12.24 9.49 7.98 6.33 4.71 3.83 3.44 3.19 3.64 255 0 0 10 5025.78 32.75 35.39 35.75 29.47 23.73 18.48 15.15 11.21 8.6 6.33 4.53 3.663.29 3.07 3.46 137 0 0 23 24 35.58 42.58 43.84 43.03 37.98 32.94 27.2623.92 19.17 16.41 13.27 10.06 8.22 7.38 6.85 7.98 0 0 0 105 255 14.5513.97 12.19 9.55 6.65 4.49 3.1 2.52 2.27 2.35 2.83 4.14 8.44 17.01 30.5250.12 0 0 0 88 50 25.76 25.44 23.74 22.23 20.34 18.57 16.02 15.08 13.2513.99 14.94 14.92 15.28 17.78 22.57 29.34 58 0 0 58 255 16.12 15.9713.74 10.1 6.55 4.18 2.82 2.29 2.08 2.15 2.6 3.82 7.92 14.21 17.95 21.820 0 0 54 12 37 38.54 37.39 36.52 35.26 33.62 30.37 28.36 25.22 25.4226.39 26.67 27.69 32.36 41.14 51.29 0 0 0 77 12 27.77 27.68 26.56 26.2125.82 24.85 22.28 20.03 17.19 16.61 17 17.46 18.65 23.31 33.56 47.06 170 0 47 50 36.93 39.17 36.19 31.89 26.9 23.37 19.69 19.55 17.82 20.722.68 20.9 19.51 19.69 20.44 23.86 137 0 0 26 255 17.26 17.61 15.4711.44 7.45 4.79 3.25 2.63 2.36 2.44 2.86 3.8 6.06 7.98 8.21 9.59 137 0 044 255 17.11 17.48 15.35 11.51 7.61 4.93 3.34 2.67 2.39 2.45 2.9 3.866.09 7.97 8.25 9.66 58 0 0 35 137 32.11 33.96 30.63 25.1 19.09 14.6610.93 9.35 7.91 8.78 10.65 11.9 13.33 13.91 13.78 15.78 0 0 0 44 25516.13 15.8 13.39 9.5 5.98 3.78 2.6 2.19 2.01 2.09 2.48 3.79 9.72 25.446.86 64.96 0 0 0 35 137 33.16 34.23 30.25 24.24 18.25 13.96 10.36 8.977.73 9.02 11.88 14.74 18.83 21.78 23.03 26.46 17 0 0 26 255 16.62 16.513.95 9.83 6.22 4 2.82 2.38 2.22 2.29 2.69 3.95 9.43 22.29 33.54 41.33 00 0 53 137 30.46 30.98 27.6 22.63 17.41 13.49 10.11 8.75 7.51 8.58 10.9713.32 16.8 19.85 21.92 25.89 17 0 0 44 255 16.42 16.32 13.88 9.93 6.354.12 2.9 2.45 2.27 2.35 2.76 4.02 9.41 21.55 32.76 41.4 17 0 0 35 13732.43 33.72 29.93 24.1 18.15 13.92 10.4 9.07 7.8 8.95 11.34 13.35 16.1418.02 18.59 21.45 17 0 0 66 50 30.21 30.71 28.62 26.26 23.3 20.85 17.817.12 15.21 16.48 17.46 16.58 16.06 17.26 19.49 23.78 0 0 0 0 5 62.6973.02 75.19 74.3 71.49 69.09 66.35 66.95 66 70.49 73.38 71.64 69.6368.46 67.32 68.65 0 0 0 8 5 57.31 65.42 66.72 66.21 64.35 62.41 59.4658.65 56.26 58.41 60.24 59.58 59.27 61.08 63.85 67.51 7 0 0 0 12 59.469.72 70.36 66.91 61.08 56.63 51.97 52.73 50.94 56.58 58.95 53.95 49.5546.94 44.91 47.47 0 0 0 41 5 43.11 46.17 45.78 45.72 45.39 44.37 41.3138.5 34.61 33.93 34.54 35.06 36.57 42.23 52.53 62.9 0 0 0 21 5 49.7555.11 55.47 55.12 53.95 52.36 49.17 47.2 43.8 44.39 45.59 45.69 46.5250.62 57.27 63.95 7 0 0 21 12 48.28 53.62 53.23 51.36 48.17 45.23 41.1139.9 36.74 38.48 39.53 37.63 36.35 37.51 39.83 44.79 33 0 0 0 50 48.5856.63 52.51 43.86 34.63 29.15 24.38 25.17 23.58 28.8 30.9 25.56 21.6619.58 18.08 20.18 17 0 0 0 24 55.07 64.43 62.95 56.74 48.39 42.71 37.2738.04 36 41.88 44.07 38.04 33.31 30.66 28.68 31.37 17 0 0 8 24 51.4558.95 57.41 52.28 45.39 40.39 35.36 35.59 33.28 37.8 39.6 35.02 31.3829.68 28.64 31.62 0 0 0 0 24 57.99 66.82 64.45 57.42 48.88 43.32 38.1239.76 38.82 48.71 56.62 52.42 47.95 45.23 43.1 45.77 0 0 0 8 24 52.5659.52 57.46 52 45.25 40.5 35.74 36.63 35.14 42.3 47.97 45.21 42.33 41.4741.3 44.82 7 0 0 0 50 52.23 59.74 54.38 44.58 35.11 29.61 24.93 26.325.37 33.8 40.51 35.35 30.7 28.07 26.19 28.68 0 0 0 8 12 55.5 63.3462.95 59.97 55.29 51.6 47.27 47.46 45.5 50.81 54.96 53.31 51.66 52.0653.18 56.96 7 0 0 0 24 56.64 65.75 63.72 57.05 48.63 43.03 37.77 38.9837.57 45.57 50.82 45.73 41.09 38.38 36.32 39.05 7 0 0 8 24 52.25 59.2457.35 52.05 45.15 40.29 35.36 35.92 34.07 39.96 43.74 40.13 36.9 35.6234.95 38.3 7 0 0 8 12 54.08 61.75 61.57 58.63 53.72 49.66 44.88 44.3841.69 45.43 47.63 44.75 42.32 41.7 41.61 45.26 205 0 0 0 255 16.33 17.3515.39 11.37 7.27 4.57 3.06 2.45 2.2 2.24 2.56 3.18 4.35 5.02 4.88 5.65205 0 0 4 255 16.53 17.45 15.52 11.52 7.39 4.63 3.09 2.47 2.22 2.27 2.63.23 4.42 5.13 5.02 5.79 137 0 0 0 201 26.02 28.83 26.97 21.51 14.919.93 6.5 4.77 3.84 3.91 4.67 5.67 7.11 7.59 7.22 8.34 205 0 0 18 25516.57 17.39 15.45 11.52 7.42 4.68 3.1 2.47 2.19 2.24 2.56 3.18 4.33 5.014.92 5.71 205 0 0 10 255 15.95 16.87 14.96 11.02 7.04 4.45 3.01 2.442.19 2.23 2.53 3.11 4.22 4.9 4.8 5.57 137 0 0 10 201 25.3 27.96 26.12 2114.68 9.78 6.4 4.68 3.8 3.85 4.59 5.58 7.01 7.56 7.27 8.42 58 0 0 0 11041.35 46.67 41.09 32.21 24.02 19.26 15.38 15.22 13.84 16.71 18.58 16.3214.53 13.36 12.33 13.92 90 0 0 0 137 35.22 39.6 36.15 28.93 21.27 16.0311.86 10.15 8.54 9.23 10.52 10.7 10.89 10.52 9.79 11.15 90 0 0 4 13734.73 38.91 35.65 28.81 21.44 16.32 12.19 10.46 8.85 9.54 10.83 11.0711.31 10.99 10.3 11.68 90 0 0 0 255 18.4 18.82 16.25 11.67 7.42 4.663.13 2.53 2.27 2.37 2.84 4.13 7.92 12.26 13.2 15.14 90 0 0 4 255 18.4918.84 16.25 11.68 7.46 4.7 3.18 2.57 2.32 2.41 2.9 4.17 7.94 12.3 13.2815.22 58 0 0 0 201 28.42 30.62 27.79 21.32 14.5 9.51 6.18 4.58 3.77 45.28 7.83 13.59 18.48 19.04 21.51 137 0 0 4 255 17.89 18.44 16.17 11.787.54 4.77 3.2 2.57 2.31 2.38 2.81 3.79 6.15 8.13 8.27 9.58 90 0 0 0 20127.55 29.94 27.57 21.47 14.77 9.74 6.34 4.64 3.8 3.95 5.03 6.82 10 11.8311.58 13.22 90 0 0 4 201 26.98 29.4 26.97 21.17 14.65 9.74 6.39 4.713.86 4.01 5.13 6.96 10.22 12.11 11.89 13.64 137 0 0 4 201 25.3 28.1826.28 21.02 14.6 9.72 6.33 4.59 3.71 3.75 4.53 5.54 6.96 7.48 7.09 8.280 0 0 4 255 17.12 17.24 14.53 10.06 6.21 3.87 2.67 2.21 2.05 2.13 2.574.01 10.85 31.32 57.33 71.33 0 0 0 0 201 28.75 30.68 27.22 20.36 13.478.65 5.55 4.16 3.49 3.74 5.19 8.84 21.72 47.09 63.91 69.86 7 0 0 0 25517.25 17.46 14.65 10.13 6.17 3.88 2.66 2.24 2.07 2.15 2.58 3.95 10.5928.89 47.18 56.51 0 0 0 4 201 28.69 30.34 27.12 20.42 13.76 8.92 5.754.27 3.55 3.84 5.33 9.05 21.6 45.94 63.18 70 7 0 0 4 255 17.17 17.2814.59 10.1 6.24 3.9 2.71 2.26 2.11 2.18 2.61 4.01 10.56 28.22 46.0255.72 7 0 0 0 201 28.67 30.4 27.15 20.27 13.47 8.62 5.47 4.03 3.32 3.615.04 8.61 20.19 39.72 49.76 54.75 0 0 0 18 255 16.65 16.63 14.02 9.796.11 3.82 2.66 2.21 2.05 2.13 2.54 3.95 10.48 29.15 53.65 69.68 0 0 0 18201 26.79 27.85 24.81 19.05 12.99 8.49 5.48 4.06 3.39 3.61 5.02 8.4219.39 39.77 57.2 67.42 7 0 0 18 255 17.09 16.97 14.47 10.13 6.38 4.012.77 2.3 2.11 2.2 2.63 4.08 10.44 26.69 43.65 54.25 0 0 0 10 201 28.1529.36 26.21 19.82 13.43 8.75 5.73 4.29 3.62 3.88 5.29 8.82 20.6 43.2560.76 69.13 7 0 0 10 255 17.11 17 14.35 9.9 6.16 3.89 2.75 2.33 2.162.25 2.63 3.95 10.23 27.49 45.33 55.53 7 0 0 10 201 27.73 29.19 25.9319.69 13.23 8.6 5.59 4.19 3.54 3.76 5.12 8.4 18.97 36.65 47.43 53.94 0 00 0 110 44.63 48.82 41.43 31.47 23.13 18.45 14.71 14.87 13.94 18.7724.38 23.66 22.54 21.4 20.04 22.21 0 0 0 4 110 43.65 47.32 40.39 30.822.78 18.17 14.49 14.62 13.65 18.2 23.45 22.81 21.78 20.82 19.68 21.87 70 0 0 110 44.24 48.9 41.76 31.9 23.55 18.89 15.11 15.33 14.35 19.0924.22 23.08 21.75 20.52 19.21 21.29 0 0 0 4 137 38.46 41.16 35.73 27.319.61 14.62 10.71 9.39 8.16 9.78 13.24 16.6 21.67 24.45 24.22 26.89 7 00 0 137 38.97 42.42 36.89 28.17 20.18 15.03 11.04 9.66 8.41 10.05 13.5216.77 21.48 23.7 23.07 25.51 7 0 0 4 137 38.15 41.07 35.96 27.65 2014.92 10.94 9.53 8.24 9.81 13.14 16.28 20.69 22.84 22.43 24.87 33 0 0 0255 17.36 17.44 14.78 10.21 6.28 3.9 2.63 2.18 1.97 2.06 2.49 3.82 9.3820.63 27.09 31.49 33 0 0 4 255 18.33 18.5 15.8 11.18 7.06 4.51 3.08 2.572.34 2.44 2.93 4.4 10.33 21.87 28.61 33.22 33 0 0 0 201 28.8 30.71 27.7321.1 14.34 9.37 6.05 4.46 3.67 3.92 5.32 8.4 16.41 25.41 27.74 30.96 170 0 4 255 17.74 17.83 15.12 10.53 6.52 4.02 2.73 2.25 2.07 2.15 2.594.06 10.41 25.34 37.01 43.72 17 0 0 0 201 28.93 30.59 27.33 20.62 13.849.02 5.82 4.36 3.62 3.9 5.32 8.61 18.54 32.62 38.13 42.26 17 0 0 4 20128.25 30.01 26.74 20.2 13.46 8.69 5.57 4.12 3.44 3.67 5.06 8.28 17.9731.67 37.34 41.83 7 0 0 4 201 28.18 29.67 26.45 19.81 13.22 8.44 5.373.96 3.29 3.55 4.9 8.29 19.35 38.03 48.5 54.12 7 0 0 41 12 41.3 44.5243.52 42.37 40.29 38.09 34.34 32.5 29.18 29.74 30.52 29.77 29.72 32.4637.12 43.82 33 0 0 30 50 40.95 44.66 41.53 36.14 30.05 25.92 21.89 21.9520.12 23.28 24.67 21.6 19.27 18.45 18.16 20.71 17 0 0 21 24 46.34 51.249.5 45.52 40.18 36.07 31.47 31.11 28.58 31.67 33.09 30.1 27.76 27.3227.6 31.18 90 0 0 23 137 32.52 35.36 32.53 26.8 20.46 15.77 11.84 10.128.52 9.18 10.5 10.88 11.2 11.03 10.56 12.02 33 0 0 8 50 46.12 52.4 48.4340.7 32.39 27.34 22.82 23.43 21.83 26.57 28.66 24.19 20.86 19.13 1820.23 33 0 0 8 137 36.52 39.26 34.66 27.03 19.77 14.83 10.95 9.46 8.149.43 12.09 14.2 16.76 17.7 17.15 19.28 58 0 0 15 137 35.11 37.94 34.1727.47 20.65 15.8 11.84 10.24 8.76 9.82 11.92 13.17 14.48 14.79 14.2316.1 33 0 0 8 110 41.71 45.55 39.77 31.28 23.53 19.02 15.25 15.26 14.0217.54 20.51 18.7 17.09 15.97 15.02 16.89 58 0 0 15 110 38.9 42.42 37.6930.27 23.17 18.76 15.07 14.72 13.3 15.74 17.45 15.65 14.13 13.24 12.4414.09 7 0 0 21 24 47.74 52.36 50.42 46.42 41.09 37.06 32.54 32.46 30.2334.28 37 34.67 32.73 33.03 34.14 38.44 33 0 0 0 110 42.44 47.08 40.8331.65 23.5 18.85 15.05 15.02 13.85 17.44 20.64 18.88 17.29 16.07 14.9316.72 7 0 0 8 50 49.66 55.16 50.46 42.09 33.71 28.62 24.16 25.25 24.1231.29 36.83 32.81 29.17 27.39 26.31 29.06 17 0 0 0 110 43.56 47.99 41.231.53 23.24 18.58 14.81 14.95 13.89 18.17 22.49 21.07 19.58 18.33 17.1119.04 33 0 0 0 137 38.25 41.83 36.85 28.46 20.49 15.31 11.23 9.76 8.399.75 12.54 14.65 17.33 18.13 17.33 19.38 17 0 0 8 110 42.07 45.95 40.0731.55 23.98 19.48 15.76 15.78 14.65 18.58 22.41 21.15 19.81 18.83 17.8319.87 17 0 0 8 50 48.1 53.97 49.77 41.87 33.7 28.68 24.23 25.11 23.7829.81 33.61 29.36 25.83 24.14 23.06 25.56 0 0 0 30 24 44.27 47.76 45.6342.22 37.74 34.25 30.07 29.75 27.52 31.13 34.28 33.29 32.63 34.51 37.8543.55 7 0 0 30 50 41.92 45.03 41.48 35.97 29.85 25.84 21.86 22.25 20.7525.28 28.7 26.41 24.41 24.16 24.61 28.12 0 0 0 23 110 39.36 42.03 36.5229.12 22.3 18.21 14.67 14.6 13.51 17.3 21.67 21.41 20.98 20.73 20.3322.9 7 0 0 23 137 35.16 36.87 32.58 25.87 19.28 14.67 10.88 9.47 8.159.53 12.47 15.22 19.11 21.49 22.01 24.91 0 0 0 15 50 46.87 51.58 46.9939.56 31.93 27.21 22.94 23.89 22.81 29.72 35.72 32.81 29.9 28.88 28.4131.63 17 0 0 15 137 35.47 37.72 33.06 25.87 18.9 14.21 10.43 9.03 7.759.07 11.93 14.43 17.81 19.47 19.35 21.88 7 0 0 15 110 40.5 43.53 37.5229.47 22.22 17.99 14.45 14.48 13.46 17.44 21.76 21.02 20.08 19.4 18.6220.89 90 0 0 18 255 18.21 18.51 16.03 11.72 7.51 4.76 3.16 2.53 2.262.34 2.87 4.15 7.93 12.11 13.17 15.28 33 0 0 18 255 17.05 16.94 14.4810.14 6.37 3.98 2.74 2.27 2.08 2.17 2.59 3.91 9.23 19.7 26.37 31.33 58 00 10 255 17.25 17.33 14.81 10.45 6.56 4.11 2.8 2.31 2.11 2.2 2.62 3.888.51 15.82 18.87 21.95 33 0 0 23 137 34.71 36.89 32.92 26.45 19.89 15.2211.37 9.86 8.48 9.72 12.28 14.28 16.68 17.82 17.63 19.98 0 255 0 105 25516.6 15.32 12.12 8.52 5.78 4.14 3.09 2.73 2.49 2.81 3.92 6.12 11.7 20.9233.73 51.63 0 40 0 88 50 26.01 25.2 23.08 20.84 18.38 16.33 13.9 13.4412.07 13.58 15.22 15.39 15.78 18.31 23.01 29.65 0 40 0 58 255 16.5516.14 13.62 9.9 6.41 4.12 2.81 2.29 2.1 2.17 2.7 4.21 10.17 24.16 43.5362.92 0 13 0 54 12 37.56 38.56 36.94 35.12 32.87 30.63 27.22 26.01 23.4424.95 26.86 27.31 28.34 33.13 42.2 52.52 0 13 0 77 12 27.43 27.12 25.6324.86 23.88 22.56 19.89 18.18 15.74 15.77 16.56 17.05 18.19 22.87 33.2447.07 0 13 0 47 50 37.2 38.86 35.27 30.45 25.32 21.88 18.45 18.69 17.3921.42 25.05 23.95 22.9 23.86 25.8 30.27 0 13 0 26 255 16.57 16.48 13.839.69 6.08 3.86 2.73 2.28 2.14 2.19 2.64 3.98 10.27 28.21 52.09 69.02 013 0 44 255 16.49 16.18 13.74 9.76 6.24 4.01 2.78 2.34 2.15 2.24 2.684.05 10.09 26.06 47.94 66.11 0 13 0 35 137 32.66 33.56 29.46 23.33 17.4413.29 9.88 8.65 7.48 8.81 11.64 14.43 18.51 21.61 22.99 26.46 0 255 0 44255 18.27 16.88 12.8 8.43 5.46 3.86 2.89 2.6 2.38 2.71 3.75 6.14 13.8730.14 50.39 67.08 0 93 0 35 137 32.97 33.52 27.99 21.33 15.59 12.03 9.128.47 7.6 9.65 13.53 16.71 21.01 24.14 25.4 28.79 0 93 0 26 255 17.7817.47 14.35 10.01 6.33 4.11 2.84 2.35 2.14 2.25 2.88 4.61 11.6 29.452.44 68.84 0 93 0 53 137 31.07 31.05 26.28 20.55 15.33 11.96 9.13 8.427.51 9.33 12.78 15.62 19.47 22.72 24.79 28.7 0 93 0 44 255 18.6 18.1815.11 10.84 7.05 4.66 3.23 2.69 2.43 2.57 3.26 5.11 12.17 28.37 49.1766.39 0 40 0 35 137 32.34 33.09 28.52 22.13 16.3 12.36 9.21 8.19 7.148.64 11.69 14.61 18.77 21.87 23.18 26.57 0 13 0 66 50 31.05 31.37 28.9626.08 22.8 20.27 17.29 16.95 15.34 17.47 19.48 19.14 19.04 21.03 24.6530.28 0 6 0 0 5 61.92 72.09 72.8 69.76 64.7 60.93 57.02 58.46 57.97 66.473.46 72.5 70.55 69.36 68.11 69.43 0 6 0 8 5 56.42 64.09 64.28 62 58.3555.29 51.49 51.65 49.92 55.1 59.67 59.54 59.28 61.2 64.07 67.72 0 6 0 012 60.15 69.74 68.85 63.58 56.44 51.51 46.62 48.31 47.62 57.71 66.363.98 60.76 58.67 56.89 58.97 0 6 0 41 5 42.13 45.02 44.08 43.2 41.7240.02 36.57 34.66 31.38 32.13 33.7 34.43 36.04 41.74 52.12 62.53 0 6 021 5 49.85 55.05 54.48 52.9 50.32 47.9 44.15 43.09 40.33 42.9 45.7746.29 47.36 51.81 58.85 65.71 0 6 0 21 12 48.92 53.8 52.49 49.5 45.4742.13 37.97 37.64 35.38 39.47 43.22 42.88 42.76 45.52 50.06 56.03 0 6 00 50 52.88 59.11 52.88 42.52 33.05 27.62 23.14 24.72 24.13 33.91 43.3738.94 34.31 31.64 29.71 32.24 0 6 0 0 24 57.41 65.55 62.28 54.39 45.4339.83 34.73 36.54 35.88 46.71 56.49 52.83 48.49 45.8 43.67 46.35 0 6 0 824 52.81 59.24 56.4 49.91 42.45 37.51 32.73 33.9 32.74 41.06 48.35 45.9443.12 42.18 41.95 45.42 0 24 0 0 24 56.22 62.86 57.7 48.19 38.93 33.4928.74 30.73 30.44 42.62 56.07 53.14 48.63 45.77 43.6 46.2 0 24 0 8 2452.85 57.78 53.09 44.86 36.5 31.41 26.81 28.37 27.72 37.72 48.23 46.3943.49 42.59 42.46 46.01 0 24 0 0 50 52 57.19 49.67 38.77 29.32 24.2320.05 21.66 21.28 31.39 42.59 38.48 33.81 31.11 29.14 31.76 0 13 0 8 1255 61.67 59.58 54.22 47.57 43.01 38.33 39.52 38.4 46.98 55.05 54.1552.54 52.99 54.21 57.95 0 13 0 0 24 57.59 65.18 61.19 52.46 43.16 37.4532.42 34.33 33.81 45.35 56.68 53.33 48.89 46.21 44.11 46.72 0 13 0 8 2453.97 59.72 56.13 48.89 41 35.89 31.11 32.47 31.51 40.66 49.31 47.1344.29 43.45 43.3 46.82 0 6 0 8 12 56.17 63.24 62 57.69 51.95 47.71 43.1643.88 42.35 49.39 55.49 54.27 52.67 53.12 54.37 58.14 0 6 0 0 255 17.317.29 14.47 9.91 6.06 3.83 2.69 2.31 2.15 2.23 2.63 3.98 10.86 32.5360.21 73.94 0 6 0 4 255 17.56 17.63 14.87 10.3 6.38 4.01 2.78 2.33 2.162.25 2.69 4.15 11.2 32.19 58.87 72.89 0 6 0 0 201 29.1 30.9 27.37 20.4113.61 8.84 5.73 4.31 3.61 3.91 5.43 9.19 22.16 47.97 65.44 71.36 0 6 018 255 16.92 16.88 14.23 9.9 6.15 3.86 2.66 2.22 2.05 2.13 2.56 3.9610.54 29.46 54.22 70.32 0 6 0 10 255 18.16 18.12 15.31 10.8 6.76 4.32.98 2.49 2.3 2.39 2.87 4.43 11.62 31.81 57.24 72.07 0 6 0 10 201 28.2129.67 26.39 20.06 13.61 8.94 5.83 4.37 3.65 3.94 5.47 9.14 21.11 43.5360.79 69.08 0 6 0 0 110 44.07 48.29 40.89 30.95 22.77 18.21 14.54 14.7813.9 18.82 24.53 23.74 22.56 21.35 20.01 22.1 0 6 0 0 137 39.3 42.2336.47 27.65 19.84 14.85 10.98 9.67 8.45 10.2 13.84 17.36 22.53 25.1524.61 27.17 0 6 0 4 137 38.04 40.93 35.31 26.83 19.22 14.34 10.52 9.258.04 9.72 13.26 16.71 21.8 24.5 24.2 26.85 0 24 0 0 255 17.35 17.3614.52 9.92 6.07 3.78 2.58 2.16 1.98 2.07 2.5 3.98 11.08 32.34 59.2672.59 0 24 0 4 255 17.92 17.99 15.07 10.43 6.45 4.07 2.81 2.36 2.18 2.262.74 4.28 11.59 32.82 59.44 73.44 0 24 0 0 201 28.88 30.35 26.43 19.4112.8 8.31 5.4 4.11 3.47 3.79 5.35 9.13 22.05 47.78 65.18 71.16 0 13 0 4255 18.3 18.32 15.43 10.83 6.73 4.26 2.94 2.46 2.26 2.36 2.85 4.47 11.9433.05 59.55 73.75 0 13 0 0 201 28.81 30.32 26.6 19.65 13.02 8.42 5.454.08 3.43 3.73 5.25 8.99 21.83 47.47 64.96 71.05 0 13 0 4 201 28.6429.89 26.28 19.54 13 8.4 5.38 4.03 3.35 3.65 5.17 8.87 21.37 45.78 63.3870.48 0 6 0 4 201 28.32 29.65 26.19 19.57 13.06 8.46 5.45 4.08 3.39 3.675.14 8.75 21.09 45.28 62.78 69.85 0 255 0 4 255 18.55 17.23 12.7 8.25.16 3.63 2.71 2.45 2.26 2.57 3.7 6.22 14.8 34.73 59.15 72.8 0 160 0 0201 27.18 26.49 20.35 13.66 8.81 6.13 4.36 3.8 3.4 4.13 6.46 10.76 23.6348.13 64.83 70.74 0 160 0 0 255 18.75 18.04 14.35 9.62 6.12 4.11 3 2.62.39 2.58 3.27 5.22 13.09 34.28 60.41 73.37 0 160 0 4 201 26.46 25.920.02 13.49 8.74 6.06 4.31 3.74 3.34 4.02 6.21 10.35 22.71 46.15 63.169.99 0 160 0 4 255 18.58 17.79 14.12 9.4 5.89 3.89 2.79 2.37 2.17 2.353.04 4.98 12.72 33.29 58.95 72.6 0 93 0 0 201 28.57 28.85 23.6 16.5910.91 7.41 5.08 4.16 3.62 4.17 6.14 10.2 23.03 47.92 64.88 70.83 0 255 018 255 18.42 17.08 12.75 8.28 5.3 3.74 2.81 2.54 2.34 2.69 3.81 6.2914.46 32.9 55.48 70.18 0 160 0 18 201 25.86 25.18 19.75 13.59 8.97 6.264.46 3.85 3.41 4.1 6.28 10.23 21.44 41.37 58.21 67.92 0 160 0 18 25518.21 17.57 14.01 9.47 5.99 3.99 2.86 2.44 2.24 2.41 3.11 5.03 12.531.23 54.79 70.04 0 160 0 10 201 26.42 25.82 20.19 13.85 9.07 6.34 4.53.89 3.44 4.2 6.5 10.68 22.58 44.01 60.52 68.62 0 160 0 10 255 18.4517.85 14.19 9.52 5.97 3.96 2.83 2.43 2.23 2.4 3.11 5.04 12.74 32.5457.02 71.32 0 93 0 10 201 28.02 28.1 23.22 16.65 11.16 7.65 5.25 4.3 3.74.29 6.28 10.29 22.15 43.73 60.33 68.41 0 58 0 0 110 41.83 44.22 35.9626.41 19.21 15.36 12.3 12.76 12.19 17.51 24.72 24.61 23.62 22.48 21.1723.22 0 58 0 4 110 41.61 43.77 35.59 26.2 18.98 15.07 11.97 12.38 11.7616.9 23.86 23.89 23.08 22.14 20.98 23.12 0 40 0 0 110 43.35 46.27 38.0528.17 20.49 16.33 13.03 13.38 12.67 17.74 24.29 23.98 22.94 21.75 20.4222.52 0 93 0 4 137 37.4 38.44 31.33 22.84 16.2 12.3 9.29 8.74 7.9 10.4215.15 18.93 23.89 26.39 26.05 28.6 0 58 0 0 137 37.68 39.37 32.42 23.6416.57 12.36 9.16 8.34 7.42 9.45 13.55 17.29 22.61 25.31 24.82 27.32 0 580 4 137 36.74 38.22 31.43 22.91 16.03 11.92 8.77 7.94 7.03 8.93 12.916.6 21.9 24.72 24.46 27.07 0 58 0 0 255 17.57 17.43 14.33 9.77 6 3.832.69 2.29 2.12 2.21 2.68 4.18 11.32 32.61 59.83 73.45 0 58 0 4 255 17.7817.55 14.55 10.04 6.23 3.95 2.72 2.27 2.07 2.17 2.7 4.3 11.47 31.8958.23 72.53 0 40 0 0 201 28.61 29.63 25.5 18.51 12.15 7.92 5.15 3.963.34 3.69 5.31 9.09 21.83 47.33 64.93 71.12 0 93 0 4 255 19.09 18.6215.28 10.57 6.68 4.35 3.03 2.52 2.3 2.45 3.11 5.02 12.8 33.47 59.53 73.50 58 0 0 201 28.86 29.61 25.1 18.07 11.96 7.97 5.31 4.18 3.57 3.99 5.749.65 22.4 47.62 64.9 70.96 0 58 0 4 201 28.54 29.15 24.72 17.87 11.847.87 5.23 4.12 3.5 3.93 5.65 9.49 21.91 45.97 63.45 70.53 0 93 0 4 20128.93 28.99 23.87 16.94 11.24 7.67 5.24 4.29 3.69 4.31 6.4 10.56 23.1946.66 63.32 70.12 0 6 0 41 12 42.17 44.24 42.87 41.02 38.47 36.02 32.3531.18 28.46 30.31 32.4 32.59 33.33 37.55 45.09 53.66 0 6 0 30 50 42.345.04 40.86 34.79 28.48 24.44 20.6 21.2 19.97 25.33 30 28.11 26.28 26.3827.25 31.17 0 6 0 21 24 47.62 52.07 49.6 44.85 39.12 35.04 30.67 31.0729.37 34.93 39.68 38.35 37.03 38.11 40.35 45.22 0 6 0 23 137 35.26 36.8332.26 25.39 18.82 14.29 10.59 9.24 8.01 9.45 12.58 15.73 20.35 23.424.21 27.37 0 6 0 8 50 49.33 54.46 49.13 40.4 32 27.08 22.8 24.05 23.1831.26 38.71 35.18 31.57 29.9 28.84 31.82 0 24 0 8 137 37.23 39 33.3425.22 18.09 13.57 10.04 8.94 7.84 9.59 13.14 16.46 21.33 24.14 24.1726.87 0 13 0 15 137 36.48 38.25 33.09 25.52 18.59 14.02 10.39 9.19 8.029.69 13.08 16.23 20.8 23.61 23.95 26.9 0 13 0 8 110 41.85 44.92 38.1529.16 21.66 17.37 13.88 14.02 13.12 17.6 22.94 22.59 21.79 21.03 20.1122.35 0 6 0 15 110 40.59 43.26 37.12 28.9 21.78 17.6 14.13 14.21 13.2517.4 22.07 21.64 20.91 20.38 19.77 22.13 0 13 0 21 24 47.72 52.03 49.1543.94 37.93 33.79 29.48 30.08 28.61 34.7 40.22 39 37.65 38.68 40.8245.64 0 13 0 0 110 44.21 47.98 40.4 30.46 22.39 17.93 14.33 14.61 13.7518.73 24.57 23.77 22.54 21.31 19.95 22.05 0 24 0 8 50 48.9 53.46 46.9937.7 29.34 24.63 20.65 22 21.43 30.08 39.31 36.25 32.64 30.91 29.77 32.60 24 0 0 110 43.65 47.15 39.23 29.32 21.46 17.13 13.67 14.01 13.24 18.3324.56 24.05 22.96 21.82 20.5 22.55 0 24 0 0 137 38.48 41.12 34.98 26.1918.68 13.97 10.32 9.18 8.04 9.87 13.65 17.3 22.61 25.31 24.78 27.25 0 240 8 110 42.54 45.34 38.29 29.27 21.85 17.67 14.23 14.48 13.65 18.4724.28 23.98 23.15 22.32 21.31 23.56 0 13 0 8 50 49.09 54.05 48.2 39.1830.78 25.93 21.74 23 22.28 30.56 38.7 35.44 31.91 30.2 29.11 31.98 0 240 30 24 43.32 46.12 42.54 37.27 31.54 27.66 23.72 24.2 22.87 28.54 34.2433.79 33.12 34.93 38.11 43.62 0 24 0 30 50 41.32 43.47 38.57 31.91 25.4721.57 18.01 18.75 17.84 23.68 29.52 28.02 26.24 26.26 26.94 30.63 0 58 023 110 38.19 39.23 32.62 24.93 18.63 15.08 12.12 12.38 11.68 16.02 21.5821.77 21.37 21.11 20.72 23.17 0 58 0 23 137 34.38 34.98 29.52 22.4416.39 12.55 9.46 8.63 7.65 9.54 13.21 16.47 20.88 23.72 24.46 27.51 0 400 15 50 45.74 48.85 42.2 33.38 25.68 21.38 17.73 18.92 18.39 26.39 35.5233.35 30.4 29.2 28.59 31.7 0 40 0 15 137 35.87 37.13 31.49 23.95 17.3513.16 9.81 8.8 7.72 9.5 13.11 16.48 21.19 23.98 24.28 27.15 0 40 0 15110 40.14 42 35.37 27.06 20.25 16.35 13.13 13.4 12.65 17.29 23.11 23.1622.59 22.07 21.34 23.68 0 24 0 18 255 17.68 17.53 14.84 10.41 6.54 4.172.86 2.4 2.22 2.28 2.78 4.35 11.32 30.12 54.1 69.77 0 58 0 18 255 17.8617.61 14.76 10.28 6.49 4.19 2.92 2.46 2.26 2.35 2.87 4.5 11.54 30.454.28 69.7 0 40 0 10 255 17.77 17.71 14.8 10.29 6.41 4.03 2.81 2.35 2.162.25 2.75 4.3 11.47 31.37 56.28 70.93 0 24 0 23 137 33.89 35.43 30.5323.59 17.14 12.86 9.45 8.31 7.23 8.8 12.05 15.24 19.78 22.74 23.46 26.620 255 0 105 0 21.03 19.06 14.61 10.53 7.59 6.06 4.87 5.24 5.09 8.3314.85 17.25 18.74 23.25 34.47 52.58 0 40 0 88 0 25.42 24.88 23.45 22.5921.61 20.35 17.96 16.55 14.41 14.69 15.67 16.45 17.96 23.32 36.58 56.230 255 0 58 50 26.98 24.44 17.63 11.91 8.16 6.4 5.12 5.65 5.64 10.2522.04 25.88 25.92 27.34 29.94 34.56 0 13 0 54 0 37.22 39.03 38.13 37.6436.9 35.66 32.63 30.39 27.12 27.19 28.4 29.49 31.56 38.44 52.61 67.71 013 0 77 0 28.17 27.96 26.96 26.73 26.64 25.92 23.47 21.07 18.17 17.4617.91 18.68 20.29 26.08 40.07 59.47 0 40 0 47 12 39.29 40.83 37.92 33.9229.49 26.27 22.71 22.86 21.42 25.93 30.81 31.65 32.56 36.94 44.88 53.930 255 0 26 137 28.15 25.9 18.72 12.55 8.51 6.52 5.1 5.32 5.15 8.37 15.9920.88 25.41 28.24 29.09 32.09 0 255 0 44 137 27.17 25.08 18.39 12.54 8.66.64 5.21 5.39 5.18 8.2 15.04 19.4 23.58 26.64 28.2 31.62 0 93 0 35 5039.87 40.37 33.72 26.28 20.22 16.84 14 15 14.69 21.68 31.11 31.02 29.5629.81 30.78 34.56 0 255 0 44 0 28.2 25.6 17.94 11.87 8.03 6.3 5.07 5.615.66 10.76 27.29 37.38 40.62 46.46 57.72 69.49 0 93 0 35 0 41.37 42.1335.89 28.55 22.35 18.84 15.77 16.84 16.59 24.83 38.11 42.26 44.52 50.7862.2 72.63 0 255 0 26 12 29.75 26.9 18.65 12.17 8.22 6.44 5.18 5.75 5.8311.21 29.68 41.25 43.25 45.98 50.46 56.4 0 93 0 53 0 36.81 36.91 31.9226.07 20.85 17.69 14.79 15.55 15.04 21.36 30.34 33.12 35.19 41.73 55.1369.14 0 255 0 44 12 28.6 25.79 18.14 12.02 8.17 6.42 5.17 5.72 5.7710.84 26.76 35.48 37.38 41.05 47.57 55.37 0 93 0 35 12 40.65 41.21 34.8127.42 21.26 17.81 14.85 15.9 15.67 23.55 35.77 38.35 38.93 42.29 48.1755.28 0 40 0 66 12 32.19 32.37 30.36 28.23 25.73 23.57 20.61 19.93 18.0920.01 22.31 23.04 24.26 29.07 39.05 51.38 0 6 0 0 0 63.15 73.34 75.8575.44 73.42 71.61 69.49 70.39 70.2 75.41 79.64 80.21 80 79.97 79.5379.79 0 6 0 8 0 57.5 65.23 66.69 66.42 64.98 63.41 60.85 60.27 58.3361.04 63.75 64.68 65.85 69.23 73.85 77.45 0 13 0 0 5 60.08 69.19 68.8764.32 57.97 53.52 49.15 51.14 51.01 62.03 72.26 71.92 69.91 68.55 67.2168.66 0 6 0 41 0 41.92 44.65 44.41 44.48 44.29 43.45 40.56 37.85 34.133.56 34.41 35.48 37.66 44.59 57.56 70.02 0 6 0 21 0 49.46 54.83 55.2855.09 54.23 52.91 49.97 48.1 44.89 45.64 47.3 48.4 50.37 56.24 65.7373.62 0 13 0 21 5 49.35 54.19 53.01 50.26 46.43 43.27 39.21 39.01 36.941.46 45.98 46.61 47.43 51.55 58.19 65.01 0 40 0 0 24 54.51 60.87 54.5544.13 34.6 29.23 24.72 26.74 26.65 39.39 55.48 53.61 49.34 46.61 44.4847.09 0 24 0 0 12 58.38 66.51 63.1 54.89 45.94 40.42 35.47 37.73 37.6551.07 65.9 64.8 61.35 59.02 57.08 59.28 0 24 0 8 12 53.17 59.32 56.2649.67 42.25 37.45 32.84 34.37 33.69 43.79 54.46 54.02 52.28 52.42 53.3257.03 0 24 0 0 0 60.44 68.94 67.7 62.1 55.07 50.35 45.85 48.21 48.561.94 76.9 79.48 79.23 78.95 78.38 78.65 0 24 0 8 0 55.28 62.17 60.9756.62 51.04 47.05 42.77 44.08 43.34 52.68 62.6 64.77 65.91 69.21 73.8377.46 0 40 0 0 5 58.16 65.87 61.52 52.59 43.44 37.97 33.15 35.58 35.8350.98 70.96 73.13 71.21 69.74 68.34 69.63 0 13 0 8 0 55.96 63.45 63.7761.6 58.03 55.17 51.59 52.07 50.78 57 63.11 64.62 65.79 69.13 73.7477.29 0 24 0 0 5 58.53 66.83 64.74 58 50.09 44.94 40.2 42.55 42.67 56.2271.16 71.95 70.08 68.7 67.32 68.73 0 24 0 8 5 53.92 61 59.14 53.98 47.6243.23 38.78 40.2 39.49 49.17 59.23 60.13 59.79 61.33 63.76 67.38 0 13 08 5 55.08 62.35 61.86 58.35 53.39 49.67 45.48 46.29 45.06 52.49 59.5860.03 59.91 61.75 64.42 68.18 0 255 0 0 201 24.43 22.55 16.07 10.29 6.674.88 3.7 3.56 3.3 4.61 8.36 13.54 26.1 47.9 63.12 69.52 0 255 0 4 20124.37 22.47 16.01 10.29 6.68 4.88 3.71 3.54 3.3 4.55 8.17 13.31 25.6646.85 62.43 69.53 0 160 0 0 137 34.79 34.36 26.33 18.34 12.77 9.73 7.457.37 6.85 9.93 16.04 20.46 25.83 28.44 27.88 30.31 0 255 0 18 201 23.3621.36 15.26 9.9 6.39 4.68 3.53 3.36 3.12 4.27 7.54 12.26 23.39 41.6957.23 66.7 0 255 0 10 201 24.06 22.14 15.85 10.24 6.59 4.78 3.61 3.413.15 4.34 7.76 12.72 24.74 44.86 60.35 68.42 0 160 0 10 137 33.41 32.7225.21 17.65 12.29 9.37 7.19 7.07 6.56 9.42 15.07 19.18 24.13 26.8 26.7829.48 0 58 0 0 50 48.95 52.57 44.01 33.29 24.79 20.39 16.87 18.33 18.228.17 42.05 39.43 35.03 32.38 30.46 33 0 93 0 0 110 43.35 45.54 37.1827.43 20.09 16.11 12.96 13.45 12.87 18.37 25.74 25.66 24.66 23.49 22.1424.24 0 93 0 4 110 42.67 44.75 36.74 27.49 20.3 16.4 13.28 13.76 13.1818.62 25.69 25.58 24.58 23.54 22.37 24.54 0 255 0 0 110 30.31 27.8419.35 12.63 8.47 6.54 5.18 5.67 5.66 10.3 22.92 27.54 27.43 26.46 25.1827.15 0 255 0 4 110 29.89 27.41 19.1 12.49 8.42 6.52 5.19 5.67 5.6310.15 22.15 26.43 26.33 25.45 24.3 26.33 0 160 0 0 50 40.61 39.97 28.9919.53 13.49 10.62 8.51 9.48 9.53 17.48 37.16 39.85 36.01 33.34 31.3733.78 0 255 0 4 137 27.77 25.57 17.83 11.53 7.64 5.76 4.48 4.67 4.517.48 15.15 20.65 26.04 28.71 28.48 30.91 0 160 0 0 110 37.27 36.81 27.2518.72 13 10.16 8.04 8.62 8.42 13.81 24.08 25.62 24.79 23.57 22.22 24.270 160 0 4 110 36.8 36.37 27.06 18.7 13.03 10.21 8.08 8.64 8.43 13.7323.71 25.46 24.9 23.91 22.7 24.81 0 160 0 4 137 33.9 33.21 25.23 17.4311.98 9.07 6.9 6.78 6.3 9.09 14.87 19.21 24.49 27.15 26.83 29.36 0 255 04 0 29.95 26.76 17.6 10.92 7.13 5.5 4.42 4.92 5.02 10.34 34.77 62.0569.81 72.51 74.78 77.05 0 160 0 0 0 43.39 42.98 31.29 21.11 14.59 11.549.3 10.44 10.66 20.73 55.62 77.57 80.39 80.02 79.17 79.27 0 255 0 0 530.74 27.73 18.37 11.53 7.6 5.91 4.77 5.31 5.41 10.96 35.86 62.23 67.6667.47 66.43 68.09 0 160 0 4 0 42.47 41.87 30.83 21.13 14.79 11.78 9.5410.66 10.86 20.54 51.65 69.74 72.61 74.31 76.35 78.26 0 255 0 4 5 30.7227.53 18.36 11.64 7.74 6.03 4.89 5.43 5.54 11.03 34.95 58.76 63.74 64.7665.56 68.2 0 160 0 0 5 43.3 42.96 31.54 21.52 15.04 11.97 9.71 10.8411.05 20.95 53.16 70.35 70.83 69.42 67.91 69.05 0 255 0 18 0 30.1 27.2318.63 12.02 8.07 6.32 5.11 5.67 5.76 11.27 32.69 50.58 55.63 60.56 67.9174.43 0 160 0 18 0 39.27 38.64 29.18 20.47 14.54 11.65 9.44 10.44 10.5219.08 42.21 53.06 55.74 60.61 68.5 75.04 0 255 0 18 5 29.42 26.65 18.111.6 7.78 6.06 4.89 5.43 5.5 10.79 31.18 46.91 50.54 54.14 59.56 65.53 0160 0 10 0 41.04 40.46 30.3 21.06 14.95 12 9.79 10.85 10.99 20.1 4760.91 63.67 67.21 72.37 76.54 0 255 0 10 5 30.62 27.56 18.58 11.85 7.896.13 4.95 5.51 5.61 11.15 33.56 52.82 56.96 59.45 62.67 66.88 0 160 0 105 41.4 40.59 30.26 20.92 14.79 11.84 9.62 10.68 10.82 19.91 46.02 58.1459.43 61.34 64.35 68.29 0 58 0 0 0 57.45 63.13 56.62 46.12 36.53 31.1726.69 29.12 29.63 46.24 73.96 80.77 80.69 80.15 79.36 79.38 0 58 0 4 055.19 59.72 53.79 44.27 35.43 30.34 25.95 28.11 28.35 43.07 65.91 71.4772.12 73.72 75.88 77.71 0 58 0 0 5 57.12 62.83 55.95 45.19 35.63 30.3125.87 28.19 28.55 44.16 69.42 73.61 71.83 70.28 68.85 70.01 0 93 0 4 051.23 53.49 43.81 32.66 24.26 19.96 16.53 18.29 18.57 31.92 61.9 72.4273.64 75.21 77.35 79.05 0 93 0 0 5 51.18 54.09 43.58 31.75 23.11 18.7715.38 17.11 17.43 30.93 62.56 72.01 70.84 69.7 68.35 69.43 0 93 0 4 549.64 52.03 42.08 30.82 22.54 18.3 14.99 16.67 16.92 29.72 58.25 66.6566.2 66.35 66.65 68.67 0 255 0 0 24 30.23 27.16 18.02 11.29 7.4 5.724.59 5.12 5.22 10.53 32.32 48.88 49.02 47.04 45.17 47.55 0 255 0 4 2429.97 26.99 18.04 11.39 7.48 5.77 4.62 5.16 5.25 10.6 31.57 46.46 46.7445.55 44.6 47.41 0 160 0 0 24 41.84 41.35 30.01 20.18 13.94 11 8.84 9.8810 18.8 44.36 52.36 49.25 46.51 44.35 46.79 0 255 0 4 12 30.22 27.1217.99 11.34 7.48 5.81 4.68 5.21 5.31 10.7 33.42 53.33 55.91 55.7 55.4958.34 0 160 0 0 12 42.97 42.78 31.21 21.09 14.62 11.55 9.3 10.42 10.5920.17 49.8 62.5 60.81 58.42 56.34 58.41 0 160 0 4 12 42.24 41.65 30.5820.83 14.52 11.51 9.28 10.36 10.51 19.76 46.95 58.2 57.28 56.36 55.958.7 0 160 0 4 5 42.29 41.82 30.72 20.95 14.65 11.65 9.42 10.51 10.6820.14 49.63 64.77 65.68 65.91 66.6 68.99 0 13 0 41 5 42.42 45.32 44.0742.41 40.12 37.88 34.27 32.99 30.2 32.09 34.53 35.36 36.87 42.51 52.7863.22 0 40 0 30 24 43.11 45.77 41.62 35.59 29.43 25.51 21.71 22.53 21.5928.18 35.24 35.01 34.28 35.99 39.09 44.53 0 24 0 21 12 48.55 52.93 50.144.97 39.09 35.02 30.76 31.48 30.17 37.13 44.16 44.22 43.87 46.19 50.2255.89 0 93 0 23 110 38.71 40.13 33.53 25.73 19.35 15.71 12.69 12.9912.28 16.78 22.47 22.63 22.2 21.93 21.54 24.03 0 40 0 8 24 50.59 55.7550.2 41.4 33.09 28.22 23.97 25.52 25.1 35.52 48.09 47.04 44.29 43.3543.1 46.58 0 93 0 8 24 46.77 48.93 39.64 29.4 21.75 17.82 14.68 16.1216.17 26.72 46.58 49.09 46.66 45.59 45.12 48.32 0 93 0 15 50 42.64 43.9235.41 26.26 19.4 15.86 13.01 14.15 14.02 22.21 35.11 34.62 31.87 30.7330.22 33.29 0 58 0 8 24 48.85 52.63 45.72 36.17 28.01 23.48 19.69 21.2521.08 31.75 46.9 46.84 44.22 43.3 43.13 46.51 0 58 0 15 50 44.19 46.7139.67 30.85 23.51 19.5 16.16 17.34 16.97 25.05 35.3 33.69 30.9 29.8729.49 32.69 0 24 0 21 5 49.87 54.26 52.29 48.4 43.59 40 35.84 36.2 34.6240.68 46.94 47.98 48.92 53.18 60.11 66.91 0 58 0 0 24 53.62 58.49 50.2438.87 29.56 24.57 20.54 22.44 22.5 35.38 55.21 54.83 50.65 47.88 45.7748.26 0 40 0 8 5 54.64 60.46 56.5 48.97 41.08 36.14 31.52 33.33 33.0244.89 59.37 61.2 60.82 62.34 64.88 68.32 0 58 0 0 12 55.91 61.52 53.8342.67 33.07 27.83 23.52 25.66 25.88 40.38 63.39 65.24 62 59.67 57.7859.74 0 93 0 0 24 49.87 51.84 41.19 29.81 21.66 17.6 14.43 15.97 16.1327.72 51.69 54.52 50.73 48.03 45.9 48.3 0 58 0 8 12 51.35 55.6 48.8939.17 30.58 25.79 21.7 23.49 23.44 35.56 53.59 55.44 53.79 53.78 54.457.75 0 40 0 8 12 53.1 58.34 53.32 44.97 36.66 31.66 27.18 28.9 28.57 4054.07 54.49 52.74 52.83 53.65 57.24 0 24 0 30 0 45.9 49.07 47.41 44.7841.33 38.5 34.67 34.31 32.23 36.34 41 42.66 44.76 51.42 63.12 73.32 0 400 30 5 44.2 47.28 44.19 39.48 34.33 30.66 26.7 27.2 25.9 32.19 39.2140.66 41.94 46.93 55.53 64.01 0 58 0 23 0 46.69 49.86 45.22 38.42 31.7527.56 23.57 24.81 24.22 33.48 45.82 49.16 51.19 57.01 66.73 74.57 0 93 023 5 43.83 45.15 37.56 28.78 21.77 17.96 14.82 16.14 16.08 25.93 43.6648.53 49.74 53.63 59.91 66.22 0 40 0 15 0 51.2 55.88 52.94 47.22 40.9436.66 32.34 33.6 32.82 42.27 53.32 56.01 57.68 62.53 70.12 76.05 0 93 015 12 45.03 46.6 38.19 28.6 21.2 17.38 14.24 15.62 15.64 25.91 45.3849.58 49.1 50.44 52.77 57.08 0 58 0 15 5 49.3 53.01 47.46 39.34 31.6327.05 22.93 24.46 24.14 34.9 49.85 52.64 53.1 56.23 61.16 66.48 0 255 018 110 29.72 27.39 19.49 12.97 8.82 6.86 5.47 5.98 5.94 10.62 22.3 26.0725.98 25.53 24.95 27.25 0 255 0 18 24 30.03 27.18 18.61 12.01 8.03 6.285.03 5.61 5.69 11.04 29.85 40.92 41.58 42.31 43.75 47.83 0 255 0 10 5030.44 27.76 19.15 12.48 8.44 6.57 5.29 5.89 5.95 11.37 28.75 36.29 34.933.66 32.87 35.5 0 93 0 23 24 42.39 43.51 35.73 27.17 20.42 16.85 13.915.06 14.96 23.61 38.12 40.05 38.99 39.92 41.88 46.43 0 255 255 105 04.71 3.48 3.18 3.81 6.51 8.37 7.15 7.66 7.5 11.51 18.71 21.23 22.7427.22 37.88 54.84 0 40 15 88 0 17.7 15.58 14.67 15.6 18.65 19.95 17.8816.47 14.36 14.59 15.54 16.32 17.79 23.02 36.31 56.31 0 255 15 58 019.17 15.99 12.46 9.74 7.68 6.33 5.12 5.64 5.64 10.29 23.62 30.54 33.139 51.8 66.84 0 13 5 54 0 31.33 30.6 29.73 30.81 34.22 35.95 33.35 31.1527.88 27.92 29.09 30.19 32.31 39.25 53.66 68.91 0 13 5 77 0 23.45 22.121.27 22.06 24.57 25.46 23.16 20.71 17.74 16.99 17.44 18.2 19.83 25.6539.9 59.66 0 40 5 47 0 32.36 31.43 29.85 29.53 30.59 30.27 26.97 26.7124.86 28.59 32.91 34.53 36.66 43.58 57.17 70.59 0 255 5 26 0 26.05 22.6916.17 11.03 7.71 6.1 4.94 5.46 5.54 10.79 30.56 45.56 50.05 55.84 65.5974.28 0 255 5 44 0 24.63 21.3 15.41 10.71 7.59 6.02 4.87 5.39 5.43 10.3827.25 38.02 41.43 47.48 59.17 70.93 0 93 5 35 0 33.08 31.28 27.28 23.6920.8 18.3 15.31 16.39 16.1 24.33 37.67 41.79 44.03 50.48 62.44 73.14 0255 255 44 0 4.71 3.42 3.17 3.68 6.24 7.84 6.61 7.32 7.38 13.28 30.3640.36 43.62 49.2 59.8 70.81 0 93 37 35 0 14.04 11.05 10.08 11.3 15.9118.08 15.59 16.8 16.59 25 38.61 42.76 44.91 51.06 62.35 72.49 0 255 3726 0 14.01 10.79 8.7 7.61 6.86 5.9 4.79 5.33 5.4 10.59 30.21 45.45 50.0555.75 65.18 73.69 0 93 37 53 0 13.05 10.1 9.26 10.43 14.84 16.8 14.4615.28 14.79 20.98 29.93 32.72 34.79 41.37 54.91 69 0 255 37 44 0 13.8210.76 8.77 7.73 7.03 6.06 4.94 5.46 5.5 10.45 26.87 37.3 40.69 46.6958.36 70.29 0 93 15 35 0 22.77 19.62 17.56 17.13 18.12 17.43 14.67 15.7715.51 23.68 37.21 41.5 43.84 50.29 61.94 72.27 0 40 5 66 0 26.45 25.0923.66 23.57 24.42 24.02 21.28 20.28 18.15 19.49 21.46 22.53 24.34 30.6745.18 63.22 0 6 2 0 0 54.58 60.81 62.21 63.49 66.88 69.67 68.28 69.3169.07 74.29 78.54 79.07 78.89 78.97 78.73 79.13 0 6 2 8 0 51.19 56.8757.78 58.69 61.04 62.52 60.33 59.86 57.92 60.8 63.75 64.69 65.85 69.2573.86 77.35 0 13 2 0 0 55.32 62 62.32 61.44 61.25 60.81 57.56 59.4159.47 69.34 78.7 80.21 80.12 80.12 79.78 79.96 0 6 2 41 0 39.07 40.640.14 40.95 43.1 43.99 41.41 38.79 35.14 34.68 35.61 36.73 38.94 45.8658.94 71.34 0 6 2 21 0 45.18 48.68 48.85 49.89 52.51 54 51.59 49.7546.56 47.29 48.97 50.13 52.11 57.97 67.51 75.25 0 13 2 21 0 44.15 47.346.88 46.78 47.55 47.47 44.35 43.68 41.36 44.7 48.52 49.97 51.83 57.4566.64 74.24 0 40 2 0 0 51.46 55.99 53.32 48.52 44.08 40.8 36.35 38.9139.36 54.88 75.51 79.69 79.57 79.27 78.7 78.82 0 24 2 0 0 53.84 59.658.45 55.35 52.53 50.34 46.2 48.57 48.88 62.29 77.14 79.78 79.62 79.4478.9 79.13 0 24 2 8 0 49.83 54.05 52.77 50.38 48.35 46.54 42.54 43.8743.14 52.55 62.76 65.05 66.24 69.51 74.07 77.5 0 24 8 0 0 40.05 40.0539.03 40.03 45.64 49.61 46.34 48.9 49.24 62.84 78.03 80.65 80.46 80.2779.82 79.97 0 24 8 8 0 37.17 36.86 35.78 36.7 42.11 46.19 43.07 44.4343.65 52.93 62.98 65.28 66.56 69.94 74.58 78.06 0 40 8 0 0 38.89 38.5736.66 36.05 38.83 40.12 36.09 38.75 39.18 55.09 76.45 80.8 80.82 80.6280.13 80.13 0 13 5 8 0 43.85 45.41 45.09 46.47 51.81 55.62 53.11 53.6952.38 58.42 64.38 65.8 66.9 70.27 75.01 78.5 0 24 5 0 0 46.38 48.1646.94 46.44 48.94 50.5 46.83 49.35 49.69 63.23 78.13 80.63 80.35 80.1479.72 79.78 0 24 5 8 0 43.64 44.85 43.75 43.68 46.18 47.32 43.75 45.0644.26 53.35 63.11 65.3 66.48 69.85 74.56 78.08 0 13 2 8 0 50.87 55.2855.16 54.88 55.7 55.9 52.82 53.3 51.96 57.94 63.83 65.26 66.41 69.8774.63 78.24 0 255 2 0 0 29.85 26.35 17.91 11.55 7.76 6.08 4.91 5.48 5.5911.33 37.57 68.25 76.81 78.11 78.04 78.81 0 255 2 4 0 27.72 24.55 16.4510.46 6.97 5.41 4.36 4.87 4.96 10.22 34.6 61.88 69.74 72.62 75.06 77.370 160 2 0 0 39.36 38.02 28.23 19.73 14.15 11.32 9.13 10.25 10.48 20.4755.35 77.4 80.36 80.19 79.57 79.67 0 255 2 18 0 26.97 23.8 16.28 10.597.16 5.6 4.51 5.01 5.09 10.17 30.97 49.29 54.67 59.95 67.94 74.66 0 2552 10 0 27.8 24.68 16.77 10.86 7.33 5.74 4.63 5.17 5.26 10.57 33.41 55.8362.19 66.43 71.76 76.15 0 160 2 10 0 35.24 33.83 26.02 18.84 13.83 11.239.16 10.18 10.32 19.01 44.74 58.32 61.2 64.83 70.15 74.33 0 58 2 0 048.28 51.13 46.47 39.78 33.88 29.95 25.7 28.1 28.59 44.78 71.74 78.5178.7 78.49 77.98 78.21 0 93 2 0 0 44.69 45.08 37.64 29.4 23.04 19.315.95 17.77 18.15 32.14 65.79 78.19 79.03 79.04 78.59 78.74 0 93 2 4 044.22 44.58 37.03 28.67 22.2 18.43 15.11 16.83 17.12 30.41 61.01 72.173.58 75.22 77.03 78.45 0 255 8 0 0 23.94 20.28 14.35 9.87 7.01 5.554.47 4.98 5.08 10.56 36.45 67.92 76.87 78.09 77.86 78.43 0 255 8 4 024.54 21 14.91 10.21 7.19 5.68 4.56 5.08 5.18 10.65 35.24 62.27 69.9672.77 75.2 77.47 0 160 8 0 0 29.9 27.05 21.64 17.19 14.1 11.9 9.68 10.8611.1 21.21 55.78 77.51 80.38 80.17 79.43 79.56 0 255 5 4 0 25.35 21.9515.26 10.22 7.12 5.6 4.52 5.04 5.15 10.45 34.81 61.86 69.51 72.24 74.4676.78 0 160 5 0 0 34.12 31.88 24.82 18.66 14.36 11.85 9.66 10.79 11.0321.03 55.56 77.23 80.06 79.78 78.99 79.07 0 160 5 4 0 33.9 31.66 24.7418.62 14.34 11.86 9.67 10.78 10.97 20.61 51.96 70.22 73.13 74.86 76.9878.81 0 160 2 4 0 38.44 36.97 28.19 20.31 14.94 12.12 9.85 10.99 11.1720.92 51.92 69.72 72.67 74.56 76.83 78.74 0 255 255 4 0 4.57 3.38 3.123.65 6.14 7.79 6.6 7.36 7.49 13.96 37.82 60.43 67.1 70.45 73.69 76.81 0160 73 0 0 8.82 6.53 5.89 6.72 10.43 12.57 10.71 11.92 12.15 22.18 55.4276.11 79.38 79.63 79.14 79.38 0 255 73 0 0 9.78 7.22 6.17 6.19 6.87 6.445.26 5.88 6.01 11.96 38.26 68.54 76.87 78.14 78.07 78.72 0 160 73 4 08.97 6.59 5.93 6.79 10.53 12.62 10.75 11.98 12.18 22.06 53.1 70.9 73.7775.45 77.45 79.14 0 255 73 4 0 10.43 7.69 6.53 6.44 6.95 6.42 5.24 5.855.97 11.93 37.39 64.38 71.69 74.26 76.56 78.57 0 160 37 0 0 15.18 12.0110.56 10.71 12.59 12.64 10.52 11.77 12 22.41 57.13 78.42 81.28 81.1180.47 80.51 0 255 255 18 0 4.62 3.34 3.12 3.63 6.16 7.78 6.53 7.29 7.3913.78 35.62 52.88 57.68 62.46 69.64 75.89 0 160 73 18 0 9.2 6.85 6.237.05 10.71 12.74 10.87 11.98 12.07 20.79 43.2 53.63 56.37 61.45 69.776.4 0 255 73 18 0 9.4 6.91 5.9 5.89 6.48 6.02 4.9 5.48 5.55 10.98 32.0850.14 55.41 60.63 68.43 75.11 0 160 73 10 0 8.59 6.29 5.66 6.53 10.2312.17 10.32 11.48 11.61 20.75 47 60.79 63.71 67.46 72.82 77.03 0 255 7310 0 9.93 7.28 6.21 6.22 6.8 6.36 5.22 5.82 5.91 11.56 34.4 56.5 62.9167.16 72.46 76.89 0 160 37 10 0 13.93 10.96 9.6 9.86 11.71 11.72 9.7210.83 10.97 20.06 46.76 60.95 63.91 67.72 73.25 77.56 0 58 22 0 0 20.917.64 16.43 17.89 24.7 29.3 25.99 28.51 28.96 45.32 72.88 79.73 79.8679.67 79.29 79.55 0 58 22 4 0 20.26 17.17 16.04 17.62 24.44 29 25.8228.08 28.29 42.8 65.87 71.72 72.59 74.39 76.74 78.72 0 58 15 0 0 27.3624.51 22.73 23.16 27.49 29.71 26.13 28.64 29.12 45.42 72.79 79.57 79.6879.34 78.77 78.91 0 93 37 4 0 14.42 11.3 10.38 11.65 16.55 18.88 16.2718 18.27 30.84 59.69 70.36 71.95 73.72 75.84 77.64 0 93 22 0 0 20.4217.18 15.44 15.68 18.31 18.53 15.6 17.41 17.77 31.55 65.19 77.8 78.7778.67 78.17 78.27 0 93 22 4 0 20.51 17.14 15.41 15.7 18.41 18.71 15.7717.51 17.78 30.9 61.39 72.51 73.97 75.69 77.76 79.33 0 255 22 0 0 18.2114.73 11.22 8.75 6.98 5.74 4.62 5.17 5.27 10.91 36.95 67.91 76.75 78.1578.14 78.9 0 255 22 4 0 18.26 14.87 11.46 9 7.23 5.97 4.84 5.39 5.511.06 35.73 62.75 70.39 73.15 75.51 77.76 0 160 15 0 0 24.65 21.43 17.7215.15 13.63 11.97 9.79 10.97 11.19 21.3 55.91 77.52 80.43 80.24 79.5779.65 0 255 37 4 0 14.83 11.6 9.35 8.17 7.4 6.41 5.23 5.81 5.92 11.7136.38 62.11 69.47 72.59 75.45 78 0 160 22 0 0 21.04 17.66 15.11 13.8713.78 12.77 10.6 11.8 12.02 22.13 56.08 77.18 79.94 79.8 79.21 79.39 0160 22 4 0 20.26 16.95 14.47 13.38 13.49 12.53 10.38 11.56 11.75 21.5452.17 69.67 72.49 74.3 76.52 78.5 0 160 37 4 0 14.89 11.71 10.35 10.612.55 12.61 10.52 11.71 11.9 21.74 52.75 70.39 73.22 75.03 77.29 79.15 013 2 41 0 39.37 40.77 39.94 39.89 40.64 40.38 37.24 35.51 32.43 33.5235.57 36.83 39 45.92 59.16 71.7 0 40 2 30 0 41.37 42.87 40.64 38.0335.63 33.32 29.53 29.87 28.41 34.37 41.23 43.32 45.42 51.9 63.46 73.53 024 2 21 0 45.25 47.68 46.42 44.99 44.12 42.88 39.17 39.29 37.56 43.1749.29 51.13 53 58.65 67.96 75.6 0 93 2 23 0 39.93 39.42 33.57 27.1521.87 18.59 15.47 16.77 16.66 26.41 43.88 49.37 51.54 57.3 67.17 75.34 040 2 8 0 49.77 53.02 50.35 46.26 42.62 39.69 35.4 37.21 36.91 48.6663.05 66.26 67.36 70.56 75.18 78.61 0 93 8 8 0 32.71 30.1 26.19 23.0420.96 18.67 15.51 17.14 17.33 29.67 56.24 65.38 67.05 70.1 74.55 77.87 093 5 15 0 35.58 33.96 29.2 24.79 21.33 18.6 15.47 16.97 17.06 28.1850.62 58.32 60.49 65 71.47 76.27 0 58 5 8 0 40.32 40 36.58 33.32 31.3529.22 25.22 27.2 27.25 40.56 60.68 65.81 67.16 70.29 74.63 77.84 0 58 215 0 43.4 44.72 40.95 36.14 31.83 28.53 24.58 26.2 25.94 37.04 52.6656.75 58.54 63.26 70.5 76.02 0 24 5 21 0 37.73 38.05 36.79 37 39.5640.48 37.04 37.31 35.63 41.31 47.4 49.25 51.18 57.09 66.86 74.81 0 58 50 0 43.15 43.46 39.73 35.86 33.35 30.8 26.55 29.01 29.45 45.8 72.8479.42 79.5 79.34 79.11 79.42 0 40 8 8 0 35.83 35.08 33.34 33.12 36.0737.36 33.58 35.48 35.19 47.1 61.83 65.15 66.33 69.64 74.23 77.75 0 58 80 0 35.1 33.83 31.34 30.04 31.04 30.38 26.41 28.86 29.31 45.6 72.9679.81 80.01 79.77 79.27 79.45 0 93 8 0 0 34 31.74 27.43 23.86 21.5119.12 15.87 17.68 18.03 32.02 65.99 78.67 79.59 79.63 79.29 79.3 0 58 88 0 34.76 33.69 31.1 29.77 30.52 30.05 26.21 28.22 28.24 41.51 61.466.34 67.53 70.6 74.94 78.16 0 40 5 8 0 41.71 42.1 39.88 38.33 38.5938.02 34.03 35.88 35.6 47.37 62.12 65.43 66.54 69.78 74.37 77.86 0 24 830 0 31.86 30.78 29.74 30.95 36.1 39.13 36.14 35.84 33.7 37.73 42.2743.93 46.03 52.61 64.32 74.43 0 40 8 30 0 32.02 31.09 29.44 29.54 32.1833.17 29.82 30.26 28.84 34.83 41.65 43.72 45.77 52.24 63.79 73.84 0 5822 23 0 20.69 17.64 16.58 17.86 23.53 27.1 24.12 25.41 24.79 33.58 45.0948.19 50.18 56.04 66.04 74.4 0 93 22 23 0 20.23 16.98 15.44 15.84 18.6519.13 16.37 17.73 17.64 27.3 44.53 49.99 52.17 57.77 67.31 75.22 0 40 1515 0 27.66 25.64 24.44 25.71 31.78 36.26 33.21 34.54 33.79 42.93 53.7556.48 58.15 62.97 70.41 76.27 0 93 15 15 0 25.32 22.37 20.01 19.15 19.9619.24 16.28 17.79 17.83 28.81 50.4 57.5 59.49 64 71.05 76.48 0 58 15 150 26 23.48 21.82 22.32 26.33 28.19 24.78 26.42 26.12 37.19 52.75 56.7158.38 63.21 70.85 76.66 0 255 8 18 0 24.48 21.14 15.35 10.78 7.77 6.174.98 5.55 5.64 11.12 32.51 50.5 55.59 60.75 68.61 75.23 0 255 22 18 018.57 15.01 11.63 9.13 7.35 6.05 4.88 5.45 5.51 11 32.47 50.47 55.5560.74 68.81 75.6 0 255 15 10 0 21.47 17.97 13.61 10.12 7.75 6.28 5.085.66 5.76 11.46 35.01 57.48 63.63 67.68 72.86 77.06 0 93 8 23 0 31.3929.01 25.38 22.71 20.94 18.88 15.84 17.17 17.11 26.94 44.62 50.19 52.3157.92 67.39 75.26 0 40 255 58 0 3.68 2.88 2.66 3.28 8.7 25.31 28.0927.97 26.07 28.03 30.58 31.82 33.64 39.69 52.71 67.83 0 13 15 47 0 23.8321.55 20.88 22.98 30.93 37.84 35.99 34.07 30.84 31.31 32.88 34.08 36.2643.2 56.88 70.46 0 13 255 26 0 3.38 2.68 2.58 3.03 8.3 32.41 42.57 43.7141.68 43.79 46.38 47.7 49.65 55.48 65.39 74.07 0 13 255 44 0 3.39 2.632.57 3.01 8.17 29.99 37.78 37.74 35.13 35.88 37.53 38.66 40.67 46.9359.04 71.08 0 13 37 35 0 12.82 10.24 9.8 12.02 23.1 38.74 38.95 37.8634.96 36.33 38.51 39.81 42.01 48.79 61.17 72.46 0 93 255 26 0 3.81 2.882.78 3.34 8.15 18.99 18.75 20.28 20.2 29.11 44.17 48.89 50.93 56.3265.75 74.04 0 93 255 44 0 3.7 2.84 2.72 3.27 8.1 18.66 18.38 19.59 19.2326.24 36.54 39.69 41.68 47.67 59.48 71.31 0 40 37 35 0 14.19 11.45 10.8512.76 21.38 30.55 28.69 29.17 27.71 33.02 39.03 40.97 43.09 49.69 61.7472.78 0 13 15 66 0 19.61 17.5 16.75 18.55 24.5 28.8 26.9 24.57 21.4520.87 21.51 22.41 24.23 30.64 45.36 63.61 0 6 5 0 0 46.26 48.69 49.2751.95 60.67 68.78 68.32 69.49 69.25 74.48 78.74 79.32 79.21 79.36 79.379.66 0 6 5 21 0 39.15 40.24 40.19 42.23 48.3 52.88 50.91 49.07 45.7846.36 47.92 49.02 51.08 57.11 67.07 75.06 0 6 15 0 0 30.49 28.91 28.7732.14 46.37 65.22 67.28 68.86 68.7 74.06 78.37 78.94 78.87 79.06 79.0679.43 0 6 8 0 0 39.94 40.43 40.62 43.87 55.48 67.39 67.6 68.99 68.8174.45 79.05 79.66 79.55 79.73 79.68 79.98 0 6 8 8 0 38.52 39.08 38.9641.79 51.46 61.1 60.46 60.21 58.34 61.16 64.06 65 66.18 69.72 74.5478.08 0 24 15 0 0 29.16 27.35 26.57 28.71 38.6 48.67 46.62 49.31 49.6663.03 77.8 80.34 80.17 80.02 79.65 79.8 0 13 8 0 0 41.36 42.19 41.9743.98 51.87 59.41 57.7 59.76 59.87 69.49 78.6 80.03 79.88 79.88 79.5879.84 0 13 8 8 0 38.71 38.92 38.49 40.42 47.83 54.21 52.18 52.82 51.557.43 63.31 64.81 66.04 69.5 74.25 77.92 0 6 5 8 0 43.54 46.02 46.448.58 55.34 61.56 60.38 59.97 58.05 60.69 63.45 64.42 65.62 69.11 73.8577.48 0 6 255 0 0 3.55 2.8 2.71 3.18 8.56 39.75 61.61 67.53 68.56 74.5579.09 79.73 79.64 79.77 79.48 79.85 0 6 255 4 0 3.58 2.8 2.73 3.25 8.8739.5 59.28 63.75 63.63 67.67 71.04 71.88 72.6 74.66 77.04 79 0 6 73 0 08.42 6.59 6.3 7.97 19.43 53.94 65.3 68.55 68.93 74.79 79.41 80.01 79.8679.9 79.53 79.72 0 6 255 18 0 3.59 2.86 2.74 3.27 8.79 36.13 50.82 52.3250.13 51.25 53.05 54.16 55.95 61.11 69.28 75.86 0 6 255 10 0 3.6 2.832.76 3.19 8.61 37.82 55.5 58.48 57.17 59.48 61.84 62.81 64.19 68.0273.38 77.58 0 6 73 10 0 8.52 6.69 6.38 8.03 19.16 49.49 57.83 58.6756.79 59.08 61.55 62.58 63.98 68.03 73.68 77.91 0 6 22 0 0 24.4 22.1621.79 25.12 40.27 63.8 67.41 69.27 69.26 74.68 79.04 79.59 79.47 79.6179.42 79.74 0 6 37 0 0 14.46 11.85 11.52 14.2 29.35 59.6 66.29 68.7668.93 74.53 78.9 79.51 79.35 79.34 78.96 79.21 0 6 37 4 0 14.46 11.9111.47 14.11 28.46 56.55 62.15 63.67 62.81 66.98 70.62 71.44 72.09 74.0676.38 78.28 0 24 255 0 0 3.38 2.68 2.6 3.02 8.24 33.48 44.3 48.92 49.862.94 77.24 79.81 79.78 79.7 79.25 79.57 0 24 255 4 0 3.42 2.77 2.63 3.18.32 32.97 43.24 47.2 47.54 58.27 69.66 72 72.72 74.63 76.84 78.78 0 2473 0 0 7.81 5.88 5.61 7.11 17.32 41.6 44.98 48.43 48.98 62.5 77.37 80.0279.97 79.78 79.19 79.44 0 13 255 4 0 3.56 2.8 2.75 3.21 8.65 36.17 50.9755.25 55.4 62.9 69.68 71.14 71.93 73.96 76.26 78.37 0 13 73 0 0 8.046.12 5.86 7.43 18.56 48.34 55.48 58.94 59.4 69.31 78.39 79.83 79.7579.73 79.35 79.62 0 13 73 4 0 8.01 6.13 5.79 7.39 18.23 46.8 53.37 55.8755.45 62.89 69.84 71.25 71.93 73.99 76.5 78.5 0 6 73 4 0 8.54 6.55 6.317.95 19.36 52.1 62.14 64.25 63.47 67.4 70.79 71.6 72.32 74.47 77.0579.14 0 160 255 0 0 3.84 2.9 2.76 3.25 7.16 13.8 12.7 14.11 14.34 24.5356.87 76.9 79.61 79.62 79.1 79.36 0 160 255 4 0 3.92 2.98 2.84 3.39 7.5414.46 13.33 14.77 14.98 25 54.22 70.6 73.26 75.02 77.1 78.95 0 93 73 0 09.73 7.25 6.7 8.07 14.49 20.18 17.93 19.86 20.21 33.92 67.47 80.34 81.2580.89 80.27 80.35 0 160 255 18 0 3.86 2.91 2.74 3.32 7.31 14.02 12.9614.22 14.31 23.04 44.44 54.26 56.82 61.52 69.07 75.46 0 160 255 10 04.04 3.03 2.86 3.4 7.5 14.19 13.1 14.44 14.58 23.91 49 61.74 64.41 67.9672.95 77.11 0 93 73 10 0 9.03 6.68 6.19 7.52 13.83 19.58 17.43 19.119.24 30.82 54.76 62.92 64.7 68.23 73.36 77.32 0 40 22 0 0 22.64 19.8818.96 21 30.25 38.96 36.24 39.06 39.54 55.33 76.43 80.67 80.57 80.2779.65 79.76 0 58 37 0 0 15.51 12.57 11.87 13.7 22.05 30.22 27.7 30.2430.69 46.5 73.19 79.91 80.04 79.73 79.18 79.31 0 58 37 4 0 15.25 12.3911.61 13.38 21.52 29.31 26.68 29.04 29.28 43.9 67.08 72.85 73.65 75.3477.58 79.37 0 58 255 0 0 3.71 2.86 2.76 3.31 8.66 26.91 29.94 32.9633.52 48.41 73.24 79.46 79.65 79.43 78.91 79.13 0 58 255 4 0 3.53 2.732.64 3.14 8.37 26.42 29.34 32.11 32.45 45.96 67.19 72.57 73.4 75.0477.09 78.83 0 40 73 0 0 8.37 6.3 6 7.49 17.09 35.96 36.49 39.68 40.2556.03 76.99 81.15 81.01 80.68 80.1 80.16 0 93 255 4 0 4.11 3.11 2.943.58 8.87 21.04 21.03 23.06 23.36 35.7 62.68 72.41 73.77 75.38 77.3479.1 0 58 73 0 0 8.47 6.41 5.99 7.4 15.67 28.18 26.8 29.47 29.97 46.1473.62 80.53 80.64 80.27 79.61 79.69 0 58 73 4 0 8.26 6.09 5.72 7.2115.74 28.41 27.23 29.69 29.97 44.2 66.75 72.44 73.36 75.13 77.39 79.25 093 73 4 0 8.63 6.27 5.78 7.12 13.37 19.01 16.85 18.66 18.93 31.64 60.5771.16 72.69 74.41 76.48 78.32 0 6 5 41 0 32.48 32.01 31.5 33.41 39.0342.8 40.7 38.03 34.27 33.62 34.43 35.53 37.77 44.83 58.18 70.83 0 6 1530 0 24.71 22.56 22.07 24.99 35.79 46.86 46.21 44.06 40.49 40.27 41.3642.5 44.71 51.43 63.15 73.4 0 6 8 21 0 33.33 32.77 32.5 35.2 43.93 51.7450.48 48.75 45.55 46.07 47.61 48.74 50.77 56.73 66.41 74.35 0 6 37 23 014.1 11.51 11.11 13.57 25.94 46.41 48.77 47.41 44.24 44.51 45.9 47.0349.1 55.2 65.37 73.92 0 6 15 8 0 29.4 27.82 27.58 30.77 43.64 59.4160.35 60.3 58.44 61.05 63.74 64.74 66.01 69.58 74.36 78.04 0 24 37 8 014.16 11.56 11.07 13.36 24.96 42.37 42.4 44.25 43.59 52.84 62.67 64.8866.08 69.53 74.31 77.86 0 13 37 15 0 14.57 11.97 11.54 13.99 26.52 46.4947.99 48.32 46.4 50.37 54.54 55.99 57.77 62.84 70.63 76.68 0 13 22 8 022.3 19.81 19.28 22.14 34.99 51.64 51.85 52.89 51.68 57.77 63.64 65.0366.19 69.63 74.4 77.93 0 6 22 15 0 21.16 18.49 18.02 21.12 34.92 53.8655.43 54.49 51.72 52.81 54.68 55.76 57.56 62.83 70.94 77.13 0 13 8 21 034.14 33.36 32.7 34.56 41.68 47.5 45.32 44.65 42.21 45.15 48.58 49.9651.91 57.78 67.38 75.17 0 13 22 0 0 24.25 22 21.52 24.51 38.09 56.7957.84 60.28 60.5 70.02 78.92 80.32 80.18 80.2 79.85 80.16 0 24 15 8 028.64 26.63 25.82 28.06 37.19 45.66 43.37 44.92 44.22 53.4 63.19 65.3166.46 69.78 74.4 77.89 0 24 22 0 0 24.06 21.53 20.8 23.33 34.84 48.3146.99 49.75 50.14 63.46 78.19 80.73 80.57 80.41 79.94 80.12 0 24 37 0 015.03 12.33 11.79 14.22 26.56 45.58 45.88 48.89 49.33 62.9 77.89 80.5380.38 80.28 79.9 80.07 0 24 22 8 0 22.72 20.37 19.71 22.23 33.25 45.5844.04 45.67 44.97 54.19 63.92 66.06 67.21 70.6 75.33 78.81 0 13 15 8 028.51 26.72 26.18 28.96 40.27 52.93 52.23 52.99 51.69 57.52 63.29 64.7265.88 69.31 74.03 77.6 0 24 15 30 0 24.55 22.28 21.46 23.5 31.46 38.2835.97 35.76 33.67 37.57 41.97 43.58 45.67 52.15 63.61 73.69 0 58 37 23 014.39 11.53 10.79 12.56 20.33 27.27 24.85 26.21 25.66 34.58 46.29 49.4351.38 57.19 67.11 75.33 0 40 37 15 0 14.63 11.94 11.36 13.45 23.2 34.5132.73 34.27 33.57 42.76 53.5 56.13 57.79 62.72 70.51 76.52 0 40 22 15 021.56 18.75 17.85 19.8 28.23 35.71 33.11 34.51 33.76 42.93 53.68 56.3658.04 62.98 70.75 76.72 0 24 255 18 0 3.56 2.83 2.71 3.19 8.45 31.4439.87 41.89 40.79 46.33 52.11 53.86 55.63 60.7 68.69 75.23 0 58 255 18 03.47 2.71 2.59 3.09 8.27 25.28 27.8 29.85 29.63 39 51.65 55.08 56.9161.87 69.71 76.1 0 40 255 10 0 3.44 2.69 2.58 3.06 8.26 29.07 34.7 37.5137.43 47.58 59.68 62.61 64.04 67.73 72.91 77.05 0 24 37 23 0 13.87 11.1410.65 12.89 23.65 37.62 36.95 37.47 35.85 41.01 46.52 48.3 50.27 56.1766.06 74.32

1. A method for predicting a color value producible by a printer on asubstrate when the printer is operable under a predetermined target setof operating conditions, the printer having a predetermined set ofcolorants available for deposition on the substrate, the methodincluding the steps of: i) operating a printer under a predeterminedfirst set of operating conditions to create a first set of M number ofsamples, each sample being produced using a predetermined colorant orcombination of colorants; ii) operating the printer under apredetermined target set of operating conditions to create a second setof K number of samples, each sample in the second set being producedusing the same predetermined colorant or combination of colorants usedto produce one of the samples in the first set; iii) measuring actualspectral reflectances for each sample in the first and second sets,wherein the improvement comprises the steps of: a) using the actualspectral reflectance for each sample in the second set and the actualspectral reflectance for each corresponding sample in the first set,creating a cross-validated, partial-least-squares transform that maps areflectance from a sample produced under the first set of operatingconditions to a reflectance from a sample produced under the target setof operating conditions; b) using the cross-validated,partial-least-squares transform and the actual spectral reflectancemeasured from the M number of samples in the first set, generating a setof M number of predicted reflectances, each predicted reflectancerepresenting a sample producible by the printer under the target set ofoperating conditions using one of the M predetermined colorants orcombinations of colorants; and, c) using the set of M number ofpredicted reflectances and the M number of colorants or combinations ofcolorants used to produce the samples in the first set, generating atable able to predict a color value producible by the printer on asubstrate using a predetermined colorant or combination of colorantswhen the printer is operable under the target set of operatingconditions.
 2. The method of claim 1 wherein, further compromising,prior to step c), the step of: converting each predicted reflectance toa corresponding predicted device-independent color value; and,thereafter, using the set of predicted device-independent color valuesand the M number of colorants or combinations of colorants used togenerate the table.
 3. The method of claim 2 wherein thedevice-independent color value is a CIE L*a*b* color value.
 4. Themethod of claim 2 wherein the device-independent color value is an X, Y,Z tri-stimulus color value.
 5. The method of claim 1 wherein theimprovement comprises the further step of: (b) prior to step (a),scaling the measured actual spectral reflectance for each sample in thefirst and second sets using a statistical transform so that the measuredactual spectral reflectances are close to a normal statisticaldistribution.
 6. The method of claim 5 wherein the statistical transformis Box-Cox transform of the form R′.
 7. The method of claim 6 wherein ahas a value equal to ⅓.
 8. The method of claim 5 wherein the improvementcomprises the further step of: (b) after step (d), scaling the measuredactual spectral reflectance for each sample in the first and second setsusing a statistical transform that is inverse of the scaling transform.9. The method of claim 8 wherein the inverse transform is Box-Coxtransform having the form R^(−α).
 10. The method of claim 8 wherein theα has a value equal to ⅓.
 11. A method for predicting a color valueproducible by a printer on a substrate when the printer is operableunder a predetermined target set of operating conditions, the printerhaving a predetermined set of colorants available for deposition on thesubstrate, the method including the steps of: i) operating a printerunder the predetermined reference set of operating conditions to createa reference set of M number of samples, each sample being produced usinga predetermined colorant or combination of colorants, the samples in thereference set being subdivisible into a first subset containing K numberof samples and a second subset containing (M−K) number of samples; ii)operating the printer under a predetermined target set of operatingconditions to create a target set of K number of samples, each sample inthe target set being produced using the same predetermined colorant orcombination of colorants used to produce one of the samples in the firstsubset of the reference set, and iii) measuring actual spectralreflectances for each sample substrate in the reference set and in thetarget set; wherein the improvement comprises the step of: a) using theactual spectral reflectance for each of the K number of samples in thetarget set and the actual spectral reflectance for each of the K numberof corresponding samples in the first subset of the reference set,creating a cross-validated, partial-least-squares transform that maps areflectance from a sample produced under the reference set of operatingconditions to a reflectance from a sample produced under the target setof operating conditions; b) using the cross-validated,partial-least-squares transform and the actual spectral reflectancemeasured from the (M−K) number of samples in the second subset of thereference set, generating a set of (M−K) number of predictedreflectances, each predicted reflectance representing a sampleproducible by the printer under the target set of operating conditionsusing one of the predetermined colorants or combination of colorantsused to produce one of the (M−K) number of samples in the second subsetof the reference set; and, c) using the (M−K) number of predictedreflectances and the (M−K) number of colorants or combinations ofcolorants used to produce the samples in the second subset of thereference set, generating a table able to predict a color valueproducible by the printer using a predetermined colorant or combinationof colorants when the printer is operable under the target set ofoperating conditions.
 12. The method of claim 11 wherein, furthercompromising, prior to step c), the step of: converting each predictedreflectance to a corresponding predicted device-independent color value;and, thereafter, using the set of predicted device-independent colorvalues and the (M−K) number of combinations of colorants used togenerate the table.
 13. The method of claim 12 wherein thedevice-independent color value is a CIE L*a*b* color value.
 14. Themethod of claim 12 wherein the device-independent color value is an X,Y, Z tri-stimulus color value.
 15. The method of claim 11 wherein theimprovement comprises the further step of: (b) prior to step (a),scaling the measured actual spectral reflectance for each sample in thefirst and second sets using a statistical transform so that the measuredactual spectral reflectances are close to a normal statisticaldistribution.
 16. The method of claim 15 wherein the statisticaltransform is Box-Cox transform of the form R^(α).
 17. The method ofclaim 16 wherein a has a value equal to ⅓.
 18. The method of claim 15wherein the improvement comprises the further step of: (b) after step(d), scaling the measured actual spectral reflectance for each sample inthe first and second sets using a statistical transform that is inverseof the scaling transform.
 19. The method of claim 18 wherein the inversetransform is Box-Cox transform having the form R^(−α).
 20. The method ofclaim 18 wherein the α has a value equal to ⅓.
 21. A control system fora printer having a predetermined set of colorants available fordeposition on a substrate, the control system including a memory havinga table that predicts a color value producible by a printer on asubstrate when the printer is operable under a predetermined target setof operating conditions, the table being generated by a method includingthe steps of: i) operating a printer under a predetermined first set ofoperating conditions to create a first set of M number of samples, eachsample being produced using a predetermined colorant or combination ofcolorants; ii) operating the printer under a predetermined target set ofoperating conditions to create a second set of K number of samples, eachsample in the second set being produced using the same predeterminedcolorant or combination of colorants used to produce one of the samplesin the first set; iii) measuring actual spectral reflectances for eachsample in the first and second sets, wherein the improvement comprisesthe steps of: a) using the actual spectral reflectance for each samplein the second set and the actual spectral reflectance for eachcorresponding sample in the first set, creating a cross-validated,partial-least-squares transform that maps a reflectance from a sampleproduced under the first set of operating conditions to a reflectancefrom a sample produced under the target set of operating conditions; b)using the cross-validated, partial-least-squares transform and theactual spectral reflectance measured from the M number of samples in thefirst set, generating a set of M number of predicted reflectances, eachpredicted reflectance representing a sample producible by the printerunder the target set of operating conditions using one of the Mpredetermined colorants or combinations of colorants; and, c) using theset of M number of predicted reflectances and the M number of colorantsor combinations of colorants used to produce the samples in the firstset, generating a table able to predict a color value producible by theprinter on a substrate using a predetermined colorant or combination ofcolorants when the printer is operable under the target set of operatingconditions.
 22. The method of claim 21 wherein the improvement comprisesthe further step of: (b) prior to step (a), scaling the measured actualspectral reflectance for each sample in the first and second sets usinga statistical transform so that the measured actual spectralreflectances are close to a normal statistical distribution.
 23. Thecontrol system of claim 22 wherein the statistical transform is Box-Coxtransform of the form R^(α).
 24. The control system of claim 23 whereina has a value equal to ⅓.
 25. The control system of claim 21 wherein theimprovement comprises the further step of: (b) before step (c), scalingthe measured actual spectral reflectance for each sample in the firstand second sets using a statistical transform that is inverse of thescaling transform.
 26. The control system of claim 25 wherein theinverse transform is Box-Cox transform having the form R^(−α).
 27. Thecontrol system of claim 26 wherein the α has a value equal to ⅓.
 28. Acontrol system for a printer having a predetermined set of colorantsavailable for deposition on a substrate, the control system including amemory having a table that predicts a color value producible by aprinter on a substrate when the printer is operable under apredetermined target set of operating conditions, the table beinggenerated by a method including steps of: i) operating a printer underthe predetermined reference set of operating conditions to create areference set of M number of samples, each sample being produced using apredetermined colorant or combination of colorants, the samples in thereference set being subdivisible into a first subset containing K numberof samples and a second subset containing (M−K) number of samples; ii)operating the printer under a predetermined target set of operatingconditions to create a target set of K number of samples, each sample inthe target set being produced using the same predetermined colorant orcombination of colorants used to produce one of the samples in the firstsubset of the reference set, and iii) measuring actual spectralreflectances for each sample substrate in the reference set and in thetarget set; wherein the improvement comprises the steps of: a) using theactual spectral reflectance for each of the K number of samples in thetarget set and the actual spectral reflectance for each of the K numberof corresponding samples in the first subset of the reference set,creating a cross-validated, partial-least-squares transform that maps areflectance from a sample produced under the reference set of operatingconditions to a reflectance from a sample produced under the target setof operating conditions; b) using the cross-validated,partial-least-squares transform and the actual spectral reflectancemeasured from the (M−K) number of samples in the second subset of thereference set, generating a set of (M−K) number of predictedreflectances, each predicted reflectance representing a sampleproducible by the printer under the target set of operating conditionsusing one of the predetermined colorants or combination of colorantsused to produce one of the (M−K) number of samples in the second subsetof the reference set; and, c) using the (M−K) number of predictedreflectances and the (M−K) number of colorants or combinations ofcolorants used to produce the samples in the second subset of thereference set, generating a table able to predict a color valueproducible by the printer using a predetermined colorant or combinationof colorants when the printer is operable under the target set ofoperating conditions.
 29. The control system of claim 28 wherein theimprovement comprises the further step of: (b) prior to step (a),scaling the measured actual spectral reflectance for each sample in thefirst and second sets using a statistical transform so that the measuredactual spectral reflectances are close to a normal statisticaldistribution.
 30. The control system of claim 29 wherein the statisticaltransform is Box-Cox transform of the form R^(α).
 31. The method ofclaim 30 wherein a has a value equal to ⅓.
 32. The control system ofclaim 28 wherein the improvement comprises the further step of: (b)before step (c), scaling the measured actual spectral reflectance foreach sample in the first and second sets using a statistical transformthat is inverse of the scaling transform.
 33. The control system ofclaim 32 wherein the inverse transform is Box-Cox transform having theform R^(−α).
 34. The control system of claim 28 wherein the α has avalue equal to ⅓.
 35. A computer-readable medium containing a datastructure generated by a computer-implemented method for producing atable that predicts a color value producible by a printer on a substratewhen the printer is operable under a predetermined target set ofoperating conditions, the table being generated by a method includingsteps of: i) operating a printer under a predetermined first set ofoperating conditions to create a first set of M number of samples, eachsample being produced using a predetermined colorant or combination ofcolorants; ii) operating the printer under a predetermined target set ofoperating conditions to create a second set of K number of samples, eachsample in the second set being produced using the same predeterminedcolorant or combination of colorants used to produce one of the samplesin the first set; iii) measuring actual spectral reflectances for eachsample in the first and second sets, wherein the improvement comprisesthe steps of: a) using the actual spectral reflectance for each samplein the second set and the actual spectral reflectance for eachcorresponding sample in the first set, creating a cross-validated,partial-least-squares transform that maps a reflectance from a sampleproduced under the first set of operating conditions to a reflectancefrom a sample produced under the target set of operating conditions; b)using the cross-validated, partial-least-squares transform and theactual spectral reflectance measured from the M number of samples in thefirst set, generating a set of M number of predicted reflectances, eachpredicted reflectance representing a sample producible by the printerunder the target set of operating conditions using one of the Mpredetermined colorants or combinations of colorants; and, c) using theset of M number of predicted reflectances and the M number of colorantsor combinations of colorants used to produce the samples in the firstset, generating a table able to predict a color value producible by theprinter on a substrate using a predetermined colorant or combination ofcolorants when the printer is operable under the target set of operatingconditions.
 36. A computer-readable medium containing a data structuregenerated by a computer-implemented method for producing a table thatpredicts a color value producible by a printer on a substrate when theprinter is operable under a predetermined target set of operatingconditions, the table being generated by a method including steps of: i)operating a printer under the predetermined reference set of operatingconditions to create a reference set of M number of samples, each samplebeing produced using a predetermined colorant or combination ofcolorants, the samples in the reference set being subdivisible into afirst subset containing K number of samples and a second subsetcontaining (M−K) number of samples; ii) operating the printer under apredetermined target set of operating conditions to create a target setof K number of samples, each sample in the target set being producedusing the same predetermined colorant or combination of colorants usedto produce one of the samples in the first subset of the reference set,and iii) measuring actual spectral reflectances for each samplesubstrate in the reference set and in the target set; wherein theimprovement comprises the steps of: a) using the actual spectralreflectance for each of the K number of samples in the target set andthe actual spectral reflectance for each of the K number ofcorresponding samples in the first subset of the reference set, creatinga cross-validated, partial-least-squares transform that maps areflectance from a sample produced under the reference set of operatingconditions to a reflectance from a sample produced under the target setof operating conditions; b) using the cross-validated,partial-least-squares transform and the actual spectral reflectancemeasured from the (M−K) number of samples in the second subset of thereference set, generating a set of (M−K) number of predictedreflectances, each predicted reflectance representing a sampleproducible by the printer under the target set of operating conditionsusing one of the predetermined colorants or combination of colorantsused to produce one of the (M−K) number of samples in the second subsetof the reference set; and, c) using the (M−K) number of predictedreflectances and the (M−K) number of colorants or combinations ofcolorants used to produce the samples in the second subset of thereference set, generating a table able to predict a color valueproducible by the printer using a predetermined colorant or combinationof colorants when the printer is operable under the target set ofoperating conditions.